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Andreas Dengel 0001
Andreas R. Dengel
Person information
- affiliation: University of Kaiserslautern, Department of Computer Science, Germany
- affiliation: German Research Centre for Artificial Intelligence, DFKI, Kaiserslautern, Germany
- affiliation (PhD 1989): University of Stuttgart, Department of Computer Science, Germany
Other persons with the same name
- Andreas Dengel 0002
— Goethe University Frankfurt, Frankfurt am Main, Germany (and 3 more)
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2020 – today
- 2025
- [j100]Kanta Yamaoka
, Ko Watanabe
, Koichi Kise
, Andreas Dengel
, Shoya Ishimaru
:
Img2Vocab: Explore Words Tied to Your Life With LLMs and Social Media Images. IEEE Access 13: 20456-20471 (2025) - [j99]Fiza Gulzar Hussain, Muhammad Wasim, Seemab Hameed, Abdur Rehman, Muhammad Nabeel Asim, Andreas Dengel:
Fake News Detection Landscape: Datasets, Data Modalities, AI Approaches, Their Challenges, and Future Perspectives. IEEE Access 13: 54757-54778 (2025) - [j98]Alireza Koochali
, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: a new avenue for VAE application on probabilistic forecasting. Appl. Intell. 55(6): 483 (2025) - [j97]Muhammad Nabeel Asim
, Tayyaba Asif, Faiza Mehmood, Andreas Dengel:
Peptide classification landscape: An in-depth systematic literature review on peptide types, databases, datasets, predictors architectures and performance. Comput. Biol. Medicine 188: 109821 (2025) - [j96]Muhammad Ali Chattha
, Muhammad Imran Malik, Andreas Dengel
, Sheraz Ahmed:
KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications. Expert Syst. Appl. 268: 126148 (2025) - [j95]Francisco Alejandro Mena
, Diego Arenas, Andreas Dengel:
Missing data as augmentation in the Earth Observation domain: A multi-view learning approach. Neurocomputing 638: 130175 (2025) - [j94]Tayyaba Asif, Faiza Mehmood, Syed Ahmed Mazhar Gillani, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel:
RPCP-PURI: A robust and precise computational predictor for Phishing Uniform Resource Identification. J. Inf. Secur. Appl. 89: 103953 (2025) - [j93]Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +. Mach. Learn. 114(2): 30 (2025) - [j92]Hiba Najjar
, Miro Miranda
, Marlon Nuske
, Ribana Roscher
, Andreas Dengel
:
Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 4141-4161 (2025) - [c459]Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
SAT: Segment and Track Anything for Microscopy. ICAART (2) 2025: 286-297 - [c458]Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel:
Webcam-Based Pupil Diameter Prediction Benefits from Upscaling. ICAART (2) 2025: 376-385 - [c457]Khola Naseem, Nabeel Khalid, Lea Bertgen, Johannes M. Herrmann, Andreas Dengel, Sheraz Ahmed:
YeastFormer: An End-to-End Instance Segmentation Approach for Yeast Cells in Microstructure Environment. ICAART (2) 2025: 407-417 - [c456]Michael Schulze, Andreas Dengel:
Knowledge Graph Enrichments for Credit Account Prediction. ICAART (2) 2025: 441-452 - [c455]Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed:
Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks. ICAART (3) 2025: 592-599 - [c454]Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Investigating the Configurability of LLMs for the Generation of Knowledge Work Datasets. ICAART (3) 2025: 821-828 - [c453]Fabian Schmeisser, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed:
How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications. ICAART (3) 2025: 853-860 - [c452]Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
Dynamic Attention-Guided Diffusion for Image Super-Resolution. WACV 2025: 451-460 - [c451]Stanislav Frolov, Brian B. Moser, Andreas Dengel:
SpotDiffusion: A Fast Approach for Seamless Panorama Generation Over Time. WACV 2025: 2073-2081 - [c450]Tobias Christian Nauen, Sebastian Palacio, Federico Raue, Andreas Dengel:
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. WACV 2025: 6955-6966 - [i171]Miro Miranda, Marcela Charfuelan, Andreas Dengel:
Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting. CoRR abs/2501.00502 (2025) - [i170]Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach. CoRR abs/2501.01132 (2025) - [i169]Ashitha Mudraje, Brian B. Moser
, Stanislav Frolov, Andreas Dengel:
Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution. CoRR abs/2501.06720 (2025) - [i168]Tobias Dietz, Brian B. Moser, Tobias Christian Nauen, Federico Raue, Stanislav Frolov, Andreas Dengel:
A Study in Dataset Distillation for Image Super-Resolution. CoRR abs/2502.03656 (2025) - [i167]Sahana Yadnakudige Subramanya, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy. CoRR abs/2502.07404 (2025) - [i166]Timon Winter, Stanislav Frolov, Brian B. Moser, Andreas Dengel:
Spherical Dense Text-to-Image Synthesis. CoRR abs/2502.12691 (2025) - [i165]Haruki Suzawa, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Augmenting Online Meetings with Context-Aware Real-time Music Generation. CoRR abs/2503.01354 (2025) - [i164]Ryugo Morita, Ko Watanabe, Jinjia Zhou, Andreas Dengel, Shoya Ishimaru:
GenAIReading: Augmenting Human Cognition with Interactive Digital Textbooks Using Large Language Models and Image Generation Models. CoRR abs/2503.07463 (2025) - [i163]Tobias Christian Nauen, Brian Moser, Federico Raue, Stanislav Frolov, Andreas Dengel:
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation. CoRR abs/2503.09399 (2025) - [i162]Saif Ur Rehman Khan
, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel:
AI-Driven Diabetic Retinopathy Diagnosis Enhancement through Image Processing and Salp Swarm Algorithm-Optimized Ensemble Network. CoRR abs/2503.14209 (2025) - [i161]Francisco Alejandro Mena, Diego Arenas, Miro Miranda, Andreas Dengel:
On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation? CoRR abs/2503.19719 (2025) - 2024
- [j91]Summra Saleem
, Muhammad Nabeel Asim
, Ludger van Elst, Peter Schichtel, Andreas Dengel
:
RPRP-SAP: A Robust and Precise ResNet Predictor for Steering Angle Prediction of Autonomous Vehicles. IEEE Access 12: 21472-21490 (2024) - [j90]David Dembinsky
, Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Gaze Generation for Avatars Using GANs. IEEE Access 12: 101536-101548 (2024) - [j89]Saifullah Saifullah
, Stefan Agne, Andreas Dengel
, Sheraz Ahmed
:
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. IEEE Access 12: 103537-103564 (2024) - [j88]Riku Higashimura, Ko Watanabe
, Andrew Vargo
, Motoi Iwata, Andreas Dengel
, Koichi Kise:
Estimating Unknown English Words From User Smartphone Reading Behaviors. IEEE Access 12: 140223-140234 (2024) - [j87]Jayasankar Santhosh
, Andreas Dengel
, Shoya Ishimaru
:
Gaze-Driven Adaptive Learning System With ChatGPT-Generated Summaries. IEEE Access 12: 173714-173733 (2024) - [j86]Ankur Bhatt
, Ko Watanabe
, Jayasankar Santhosh
, Andreas Dengel
, Shoya Ishimaru
:
Estimating Self-Confidence in Video-Based Learning Using Eye-Tracking and Deep Neural Networks. IEEE Access 12: 192219-192229 (2024) - [j85]Dominique Mercier
, Andreas Dengel
, Sheraz Ahmed
:
From private to public: benchmarking GANs in the context of private time series classification. Appl. Intell. 54(20): 9607-9621 (2024) - [j84]Hina Ghafoor, Muhammad Nabeel Asim
, Muhammad Ali Ibrahim, Sheraz Ahmed, Andreas Dengel:
CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder. Comput. Biol. Medicine 176: 108538 (2024) - [j83]Supreeth Mysore Venkatesh
, Antonio Macaluso, Marlon Nuske
, Matthias Klusch, Andreas Dengel
:
Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation. IEEE Computer Graphics and Applications 44(5): 27-39 (2024) - [j82]Ahtisham Fazeel Abbasi
, Muhammad Nabeel Asim, Sheraz Ahmed, Sebastian J. Vollmer, Andreas Dengel:
Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases. Frontiers Artif. Intell. 7 (2024) - [j81]Saifullah Saifullah, Dominique Mercier
, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods. Frontiers Artif. Intell. 7 (2024) - [j80]Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Markus Junker, Andreas Dengel:
MLR-predictor: a versatile and efficient computational framework for multi-label requirements classification. Frontiers Artif. Intell. 7 (2024) - [j79]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXclassifier: towards a robust and interpretable deep neural network for document image classification. Int. J. Document Anal. Recognit. 27(3): 447-473 (2024) - [j78]Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Towards privacy preserved document image classification: a comprehensive benchmark. Int. J. Document Anal. Recognit. 27(3): 475-499 (2024) - [j77]Alexander Günther
, Hiba Najjar
, Andreas Dengel
:
Explainable Multimodal Learning in Remote Sensing: Challenges and Future Directions. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j76]Faiza Mehmood, Hina Ghafoor, Muhammad Nabeel Asim
, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel:
Passion-Net: a robust precise and explainable predictor for hate speech detection in Roman Urdu text. Neural Comput. Appl. 36(6): 3077-3100 (2024) - [j75]Francisco Alejandro Mena
, Diego Arenas
, Marlon Nuske
, Andreas Dengel
:
Common Practices and Taxonomy in Deep Multiview Fusion for Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4797-4818 (2024) - [c449]Dai Shimizu, Ko Watanabe
, Andreas Dengel
:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. ACCV (2) 2024: 88-103 - [c448]Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Metacognition-EnGauge: Real-time Augmentation of Self-and-Group Engagement Levels Understanding by Gauge Interface in Online Meetings. AHs 2024: 301-303 - [c447]Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel:
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. DICTA 2024: 343-350 - [c446]Syed Tahseen Raza Rizvi, Abdul Hannan Khan, Andreas Dengel:
DTA: Detect Them All for Safe and Reliable Autonomous Driving. DICTA 2024: 382-388 - [c445]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Improving Medical Image Classification via Representation Fusion and Contrastive Learning. DICTA 2024: 493-499 - [c444]Markus Schröder
, Jacqueline Krüger
, Neda Foroutan, Philipp Horn, Christoph Fricke, Ezgi Delikanli, Heiko Maus
, Andreas Dengel
:
Towards Cyber Mapping the German Financial System with Knowledge Graphs. ESWC (1) 2024: 270-288 - [c443]David Dembinsky
, Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Eye Movement in a Controlled Dialogue Setting. ETRA 2024: 10:1-10:7 - [c442]Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-Based Denoising Image Compression. EUSIPCO 2024: 606-610 - [c441]Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel:
Towards Context-aware Recommender Systems for Supporting Knowledge Workers in Personal and Corporate Information Space. INFORMATIK 2024: 1323-1332 - [c440]Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. INFORMATIK 2024: 1347-1357 - [c439]Jean-Francois Nies, Syed Tahseen Raza Rizvi, Mohsin Munir, Ludger van Elst, Andreas Dengel:
Knowledge-Aware Object Detection in Traffic Scenes. ICAART (3) 2024: 617-624 - [c438]Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed:
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. ICAART (3) 2024: 673-680 - [c437]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) 2024: 832-839 - [c436]Dayananda Herurkar
, Federico Raue
, Andreas Dengel
:
Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection. ICAIF 2024: 804-812 - [c435]Nabeel Khalid, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images. ICANN (8) 2024: 215-229 - [c434]Fabian Schmeisser
, Andreas Dengel
, Sheraz Ahmed
:
Point-Based Weakly Supervised 2.5D Cell Segmentation. ICANN (8) 2024: 343-358 - [c433]Brian B. Moser
, Federico Raue
, Andreas Dengel
:
A Study in Dataset Pruning for Image Super-Resolution. ICANN (2) 2024: 351-363 - [c432]Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) 2024: 103-123 - [c431]Syed Jawwad Haider Hamdani, Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
Latent Diffusion for Guided Document Table Generation. ICDAR (5) 2024: 368-383 - [c430]Nauman Riaz
, Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) 2024: 429-444 - [c429]Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel:
TaylorShift: Shifting the Complexity of Self-attention from Squared to Linear (and Back) Using Taylor-Softmax. ICPR (6) 2024: 1-16 - [c428]Payal Varshney, Adriano Lucieri
, Christoph Balada
, Andreas Dengel
, Sheraz Ahmed
:
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. ICPR (12) 2024: 138-153 - [c427]Francisco Alejandro Mena
, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. IGARSS 2024: 967-971 - [c426]Cristhian Sanchez, Francisco Alejandro Mena
, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Assessment of Sentinel-2 Spatial and Temporal Coverage Based on the Scene Classification Layer. IGARSS 2024: 4099-4103 - [c425]Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
Xai-Guided Enhancement of Vegetation Indices for Crop Mapping. IGARSS 2024: 4140-4144 - [c424]Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel:
Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels. IGARSS 2024: 4307-4311 - [c423]Brian B. Moser
, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution. IJCNN 2024: 1-8 - [c422]Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel:
Using Semantic-based Adaptive Relevance Prediction to Enhance Entity Recommendation for Personal Knowledge Assistance. KaRS@RecSys 2024: 43-55 - [c421]Neda Foroutan, Markus Schröder, Andreas Dengel:
CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction. KONVENS 2024: 117-122 - [c420]Nabeel Khalid
, Maria Caroprese
, Gillian Lovell
, Daniel A. Porto
, Johan Trygg
, Andreas Dengel
, Sheraz Ahmed
:
Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations. MIUA (1) 2024: 314-328 - [c419]Nabeel Khalid
, Mohammadmahdi Koochali
, Duway Nicolas Lesmes-Leon
, Maria Caroprese
, Gillian Lovell
, Daniel A. Porto
, Johan Trygg, Andreas Dengel
, Sheraz Ahmed
:
CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images. MIUA (1) 2024: 387-401 - [c418]Fabian Schmeisser
, Céline Thomann, Emma Petiot
, Gillian Lovell
, Maria Caroprese
, Andreas Dengel
, Sheraz Ahmed
:
A Line Is All You Need: Weak Supervision for 2.5D Cell Segmentation. MIUA (1) 2024: 402-416 - [c417]Stanislav Frolov
, Brian B. Moser
, Sebastian Palacio
, Andreas Dengel
:
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation. ACM Multimedia 2024: 10621-10629 - [c416]Supreeth Mysore Venkatesh
, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. QCE 2024: 205-210 - [c415]Supreeth Mysore Venkatesh
, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-Efficient Variational Quantum Algorithms for Image Segmentation. QCE 2024: 450-456 - [c414]Mahta Bakhshizadeh
, Heiko Maus
, Andreas Dengel
:
Context-based Entity Recommendation for Knowledge Workers: Establishing a Benchmark on Real-life Data. RecSys 2024: 654-659 - [c413]Christiano Couto Gava, Yunmin Cho, Federico Raue, Sebastian Palacio, Alain Pagani, Andreas Dengel:
SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation. WACV 2024: 4396-4405 - [i160]Brian B. Moser
, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Sebastian Palacio, Andreas Dengel:
Diffusion Models, Image Super-Resolution And Everything: A Survey. CoRR abs/2401.00736 (2024) - [i159]Francisco Alejandro Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel:
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction. CoRR abs/2401.11844 (2024) - [i158]Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Andreas Dengel:
Real-time Traffic Object Detection for Autonomous Driving. CoRR abs/2402.00128 (2024) - [i157]Johannes Bayer, Leo van Waveren, Andreas Dengel:
Modular Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2402.11093 (2024) - [i156]Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres
, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu:
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR abs/2402.13791 (2024) - [i155]Tobias Christian Nauen
, Sebastian Palacio, Andreas Dengel:
TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax. CoRR abs/2403.02920 (2024) - [i154]Brian B. Moser
, Federico Raue, Sebastian Palacio, Stanislav Frolov, Andreas Dengel:
Latent Dataset Distillation with Diffusion Models. CoRR abs/2403.03881 (2024) - [i153]Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. CoRR abs/2403.14297 (2024) - [i152]Neda Foroutan, Markus Schröder, Andreas Dengel:
CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction. CoRR abs/2403.15322 (2024) - [i151]Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data. CoRR abs/2403.16582 (2024) - [i150]Brian B. Moser
, Federico Raue, Andreas Dengel:
A Study in Dataset Pruning for Image Super-Resolution. CoRR abs/2403.17083 (2024) - [i149]Stanislav Frolov, Brian B. Moser
, Sebastian Palacio, Andreas Dengel:
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation. CoRR abs/2404.07564 (2024) - [i148]Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed:
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR abs/2404.10356 (2024) - [i147]Mahta Bakhshizadeh, Christian Jilek, Markus Schröder, Heiko Maus, Andreas Dengel:
Data Collection of Real-Life Knowledge Work in Context: The RLKWiC Dataset. CoRR abs/2404.10505 (2024) - [i146]Dayananda Herurkar, Sebastian Palacio, Ahmed Anwar, Jörn Hees, Andreas Dengel:
Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data. CoRR abs/2404.14933 (2024) - [i145]Brian B. Moser
, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel:
Federated Learning for Blind Image Super-Resolution. CoRR abs/2404.17670 (2024) - [i144]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning. CoRR abs/2405.01597 (2024) - [i143]Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR abs/2405.04252 (2024) - [i142]Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel:
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. CoRR abs/2405.07698 (2024) - [i141]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR abs/2405.14405 (2024) - [i140]Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer. CoRR abs/2406.18584 (2024) - [i139]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR abs/2407.03830 (2024) - [i138]Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel:
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing. CoRR abs/2407.08274 (2024) - [i137]Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping. CoRR abs/2407.08298 (2024) - [i136]Vijul Shah
, Ko Watanabe, Brian B. Moser
, Andreas Dengel:
EyeDentify: A Dataset for Pupil Diameter Estimation based on Webcam Images. CoRR abs/2407.11204 (2024) - [i135]Stanislav Frolov, Brian B. Moser
, Andreas Dengel:
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time. CoRR abs/2407.15507 (2024) - [i134]Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation. CoRR abs/2407.15512 (2024) - [i133]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR abs/2407.15608 (2024) - [i132]Ahmed Anwar, Brian B. Moser
, Dayananda Herurkar, Federico Raue, Vinit Hegiste, Tatjana Legler, Andreas Dengel:
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data. CoRR abs/2408.04442 (2024) - [i131]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. CoRR abs/2408.06007 (2024) - [i130]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. CoRR abs/2408.09800 (2024) - [i129]Vijul Shah
, Brian B. Moser
, Ko Watanabe, Andreas Dengel:
Webcam-based Pupil Diameter Prediction Benefits from Upscaling. CoRR abs/2408.10397 (2024) - [i128]Hiba Najjar, Marlon Nuske, Andreas Dengel:
Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features. CoRR abs/2408.11384 (2024) - [i127]Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. CoRR abs/2409.04286 (2024) - [i126]Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-based Denoising Image Compression. CoRR abs/2409.10978 (2024) - [i125]Dai Shimizu, Ko Watanabe, Andreas Dengel:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. CoRR abs/2409.19174 (2024) - [i124]Sanath Budakegowdanadoddi Nagaraju, Brian B. Moser
, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel:
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift. CoRR abs/2411.10231 (2024) - [i123]Brian B. Moser
, Stanislav Frolov, Tobias Christian Nauen, Federico Raue, Andreas Dengel:
Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution. CoRR abs/2411.12072 (2024) - [i122]Arundhati S. Shanbhag, Brian B. Moser
, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel:
Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning. CoRR abs/2411.12073 (2024) - [i121]Brian B. Moser
, Federico Raue, Tobias Christian Nauen, Stanislav Frolov, Andreas Dengel:
Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning. CoRR abs/2411.12115 (2024) - [i120]Ryugo Morita, Stanislav Frolov, Brian B. Moser
, Takahiro Shirakawa, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model. CoRR abs/2411.15580 (2024) - [i119]Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel:
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations. CoRR abs/2412.00959 (2024) - [i118]Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel:
PassionNet: An Innovative Framework for Duplicate and Conflicting Requirements Identification. CoRR abs/2412.01657 (2024) - [i117]Umar Khan, Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
WordVIS: A Color Worth A Thousand Words. CoRR abs/2412.10155 (2024) - 2023
- [j74]Ko Watanabe
, Tanuja Sathyanarayana
, Andreas Dengel
, Shoya Ishimaru
:
EnGauge: Engagement Gauge of Meeting Participants Estimated by Facial Expression and Deep Neural Network. IEEE Access 11: 52886-52898 (2023) - [j73]Alireza Koochali
, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying quality of class-conditional generative models in time series domain. Appl. Intell. 53(20): 24530-24550 (2023) - [j72]Muhammad Nabeel Asim
, Muhammad Ali Ibrahim, Ahtisham Fazeel
, Andreas Dengel, Sheraz Ahmed:
DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method. Briefings Bioinform. 24(1) (2023) - [j71]Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. Frontiers Bioinform. 3 (2023) - [j70]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Analyzing the potential of active learning for document image classification. Int. J. Document Anal. Recognit. 26(3): 187-209 (2023) - [j69]Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel:
FNReq-Net: A hybrid computational framework for functional and non-functional requirements classification. J. King Saud Univ. Comput. Inf. Sci. 35(8): 101665 (2023) - [j68]Brian B. Moser
, Federico Raue, Stanislav Frolov
, Sebastian Palacio
, Jörn Hees, Andreas Dengel
:
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9862-9882 (2023) - [j67]Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel:
ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities. Soc. Netw. Anal. Min. 13(1): 81 (2023) - [j66]Faiza Mehmood
, Rehab Shahzadi
, Hina Ghafoor
, Muhammad Nabeel Asim
, Muhammad Usman Ghani
, Waqar Mahmood
, Andreas Dengel
:
EnML: Multi-label Ensemble Learning for Urdu Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(9): 227:1-227:31 (2023) - [j65]Pervaiz Iqbal Khan
, Imran Razzak
, Andreas Dengel
, Sheraz Ahmed:
Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification. IEEE Trans. Comput. Soc. Syst. 10(3): 1140-1149 (2023) - [c412]Ahtisham Fazeel
, Areeb Agha, Andreas Dengel, Sheraz Ahmed:
NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species. BIOINFORMATICS 2023: 175-187 - [c411]Abdul Hannan Khan, Mohammed Shariq Nawaz, Andreas Dengel:
Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving. CVPR 2023: 5476-5485 - [c410]Christiano Couto Gava, Vishal Mukunda, Tewodros Habtegebrial, Federico Raue, Sebastian Palacio, Andreas Dengel:
SphereGlue: Learning Keypoint Matching on High Resolution Spherical Images. CVPR Workshops 2023: 6134-6144 - [c409]Jaikrishna Manojkumar Patil, Johannes Bayer, Andreas Dengel:
Graph Neural Networks for Circuit Diagram Pattern Generation. DeLTA 2023: 351-369 - [c408]Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Accelerating Knowledge Transfer by Sensing and Actuating Social-Cognitive States. UbiComp/ISWC Adjunct 2023: 258-262 - [c407]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. ICAART (3) 2023: 457-465 - [c406]Muhammad Ali Chattha
, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
:
Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. ICANN (6) 2023: 206-217 - [c405]Brian B. Moser
, Stanislav Frolov
, Federico Raue
, Sebastian Palacio
, Andreas Dengel
:
DWA: Differential Wavelet Amplifier for Image Super-Resolution. ICANN (2) 2023: 232-243 - [c404]Nabeel Khalid, Tiago Comassetto Fróes, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis. ICANN (2) 2023: 545-557 - [c403]Johannes Bayer
, Shabi Haider Turabi, Andreas Dengel
:
Text Extraction for Handwritten Circuit Diagram Images. ICDAR Workshops (1) 2023: 192-198 - [c402]Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) 2023: 207-226 - [c401]David Dembinsky
, Fatemeh Azimi, Federico Raue, Jörn Hees, Sebastian Palacio, Andreas Dengel:
Sequential Spatial Transformer Networks for Salient Object Classification. ICPRAM 2023: 328-335 - [c400]Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. ICPRAM 2023: 926-931 - [c399]Takashi Miyamoto
, Marco Stricker
, Jun Ogishima, Kevin Iselborn
, Marlon Nuske, Andreas Dengel:
Effect Of Terrain Information On Multimodal Deep Learning For Flood Disaster Detection. IGARSS 2023: 448-451 - [c398]Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak
, Miro Miranda, Hiba Najjar
, Francisco Alejandro Mena
, Jayanth Siddamsetty
, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models. IGARSS 2023: 2763-2766 - [c397]Deepak Pathak
, Miro Miranda, Francisco Alejandro Mena
, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar
, Jayanth Siddamsetty
, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level. IGARSS 2023: 2767-2770 - [c396]Cristhian Sanchez, Deepak Pathak
, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Alejandro Mena
, Hiba Najjar
, Jayanth Siddamsetty
, Diego Arenas, Michaela Vollmer, Andreas Dengel:
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions. IGARSS 2023: 4852-4855 - [c395]Hiba Najjar
, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Alejandro Mena
, Miro Miranda, Deepak Pathak
, Jayanth Siddamsetty
, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing. IGARSS 2023: 5014-5017 - [c394]Francisco Alejandro Mena
, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-View Fusion Learning For Crop Classification. IGARSS 2023: 5631-5634 - [c393]Marco Stricker
, Takashi Miyamoto
, Kevin Iselborn
, Marlon Nuske, Andreas Dengel:
Fusing Digital Elevation Maps with Satellite Imagery for Flood Mapping. IGARSS 2023: 6290-6293 - [c392]Dayananda Herurkar, Timur Sattarov, Jörn Hees, Sebastian Palacio, Federico Raue, Andreas Dengel:
Cross-Domain Transformation for Outlier Detection on Tabular Datasets. IJCNN 2023: 1-8 - [c391]Andrew Vargo
, Benjamin Tag
, Mathilde Hutin
, Victoria Abou Khalil
, Shoya Ishimaru
, Olivier Augereau
, Tilman Dingler
, Motoi Iwata
, Koichi Kise
, Laurence Devillers
, Andreas Dengel
:
Intelligence Augmentation: Future Directions and Ethical Implications in HCI. INTERACT (4) 2023: 644-649 - [c390]Ahtisham Fazeel Abbasi
, Muhammad Nabeel Asim, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops. ISBRA 2023: 72-84 - [c389]Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel:
A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT. LWDA 2023: 339-346 - [d22]Christoph Balada
, Max Bondorf, Sheraz Ahmed, Andreas Dengel
, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.1). Zenodo, 2023 - [d21]Christoph Balada
, Max Bondorf, Sheraz Ahmed, Andreas Dengel
, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2). Zenodo, 2023 - [d20]Christoph Balada
, Max Bondorf, Sheraz Ahmed, Andreas Dengel
, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.3). Zenodo, 2023 - [d19]Christoph Balada
, Max Bondorf, Sheraz Ahmed, Andreas Dengel
, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.4). Zenodo, 2023 - [d18]Viktor Eisenstadt
, Jessica Bielski
, Christoph Langenhan
, Ozan Karaali, Klaus-Dieter Althoff
, Andreas Dengel
:
link-prediction. Version v1.1.0. Zenodo, 2023 [all versions] - [d17]Viktor Eisenstadt
, Jessica Bielski
, Christoph Langenhan
, Ozan Karaali, Klaus-Dieter Althoff
, Andreas Dengel
:
link-prediction. Version v1.2.0. Zenodo, 2023 [all versions] - [d16]Viktor Eisenstadt
, Jessica Bielski
, Christoph Langenhan
, Ozan Karaali, Klaus-Dieter Althoff
, Andreas Dengel
:
link-prediction. Version v1.2.1. Zenodo, 2023 [all versions] - [d15]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 8. Zenodo, 2023 [all versions] - [d14]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 7. Zenodo, 2023 [all versions] - [d13]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 9. Zenodo, 2023 [all versions] - [d12]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 10. Zenodo, 2023 [all versions] - [d11]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 11. Zenodo, 2023 [all versions] - [d10]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 12. Zenodo, 2023 [all versions] - [d9]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 13. Zenodo, 2023 [all versions] - [i116]Francisco Alejandro Mena
, Diego Arenas, Marlon Nuske, Andreas Dengel:
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications. CoRR abs/2301.01200 (2023) - [i115]Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2301.03155 (2023) - [i114]Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel:
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction. CoRR abs/2301.13733 (2023) - [i113]Kevin Iselborn, Marco Stricker, Takashi Miyamoto, Marlon Nuske, Andreas Dengel:
On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches. CoRR abs/2303.00691 (2023) - [i112]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification. CoRR abs/2303.15916 (2023) - [i111]Brian B. Moser
, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution. CoRR abs/2304.01994 (2023) - [i110]Brian B. Moser
, Federico Raue, Jörn Hees, Andreas Dengel:
DartsReNet: Exploring new RNN cells in ReNet architectures. CoRR abs/2304.05838 (2023) - [i109]Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
DWA: Differential Wavelet Amplifier for Image Super-Resolution. CoRR abs/2307.04593 (2023) - [i108]Christian Jilek, Markus Schröder, Heiko Maus, Sven Schwarz, Andreas Dengel:
Towards Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories. CoRR abs/2308.01732 (2023) - [i107]Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-view fusion learning for Crop Classification. CoRR abs/2308.05407 (2023) - [i106]Brian B. Moser
, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
YODA: You Only Diffuse Areas. An Area-Masked Diffusion Approach For Image Super-Resolution. CoRR abs/2308.07977 (2023) - [i105]Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level. CoRR abs/2308.08948 (2023) - [i104]Tobias Christian Nauen
, Sebastian Palacio, Andreas Dengel:
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. CoRR abs/2308.09372 (2023) - [i103]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR abs/2310.03777 (2023) - [i102]Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed:
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. CoRR abs/2310.19057 (2023) - [i101]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. CoRR abs/2311.00154 (2023) - [i100]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR abs/2311.12912 (2023) - [i99]Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR abs/2312.12946 (2023) - 2022
- [j64]Pervaiz Iqbal Khan
, Shoaib Ahmed Siddiqui
, Imran Razzak
, Andreas Dengel
, Sheraz Ahmed
:
Improving Health Mention Classification of Social Media Content Using Contrastive Adversarial Training. IEEE Access 10: 87900-87910 (2022) - [j63]Adriano Lucieri
, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. 215: 106620 (2022) - [j62]Shishir Muralidhara
, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Inf. Sci. Syst. 10(1): 21 (2022) - [j61]Marco Stricker
, Muhammad Nabeel Asim
, Andreas Dengel, Sheraz Ahmed:
CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification. Neural Comput. Appl. 34(14): 11441-11452 (2022) - [j60]Dominique Mercier
, Andreas Dengel, Sheraz Ahmed
:
TimeREISE: Time Series Randomized Evolving Input Sample Explanation. Sensors 22(11): 4084 (2022) - [j59]Dominique Mercier
, Adriano Lucieri
, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12: 100286 (2022) - [j58]Dominique Mercier
, Adriano Lucieri
, Mohsin Munir
, Andreas Dengel
, Sheraz Ahmed
:
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. IEEE Trans. Ind. Informatics 18(11): 7834-7842 (2022) - [c388]Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou:
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. AAAI 2022: 10858-10866 - [c387]Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekar, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation. BHI 2022: 1-4 - [c386]Brian B. Moser
, Federico Raue, Jörn Hees, Andreas Dengel:
Less is More: Proxy Datasets in NAS approaches. CVPR Workshops 2022: 1952-1960 - [c385]Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel:
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. DATA 2022: 528-532 - [c384]Markus Schröder, Christian Jilek, Andreas Dengel:
A Human-in-the-Loop Approach for Personal Knowledge Graph Construction from File Names. KGCW@ESWC 2022 - [c383]Andrew Vargo
, Victoria Abou Khalil
, Shoya Ishimaru, Benjamin Tag
, Mathilde Hutin
, Andreas Dengel
, Laurence Devillers, Koichi Kise
:
Delivering Sensing Technologies for Education and Learning. UbiComp/ISWC Adjunct 2022: 263-266 - [c382]Haruki Suzawa
, Ko Watanabe
, Masakazu Iwamura
, Koichi Kise
, Andreas Dengel
, Shoya Ishimaru:
Supporting Smooth Interruption in a Video Conference by Dynamically Changing Background Music Depending on the Amount of Utterance. UbiComp/ISWC Adjunct 2022: 299-302 - [c381]Andrew Vargo
, Motoi Iwata
, Mathilde Hutin
, Sofiya Kobylyanskaya, Ioana Vasilescu, Olivier Augereau
, Ko Watanabe
, Shoya Ishimaru, Benjamin Tag
, Tilman Dingler
, Koichi Kise, Laurence Devillers, Andreas Dengel:
Learning Cyclotron: An Ecosystem of Knowledge Circulation. UbiComp/ISWC Adjunct 2022: 308-312 - [c380]Kanta Yamaoka
, Ko Watanabe
, Koichi Kise
, Andreas Dengel
, Shoya Ishimaru:
Experience is the Best Teacher: Personalized Vocabulary Building Within the Context of Instagram Posts and Sentences from GPT-3. UbiComp/ISWC Adjunct 2022: 313-316 - [c379]Michael Schulze, Michelle Pelzer, Markus Schröder, Christian Jilek, Heiko Maus, Andreas Dengel:
Towards Knowledge Graph Based Services in Accounting Use Cases. SEMANTiCS (Posters & Demos) 2022 - [c378]Dominique Mercier
, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed:
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. ICAART (2) 2022: 562-573 - [c377]Pervaiz Iqbal Khan
, Imran Razzak
, Andreas Dengel
, Sheraz Ahmed
:
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. ICANN (2) 2022: 136-147 - [c376]Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel:
DT2I: Dense Text-to-Image Generation from Region Descriptions. ICANN (2) 2022: 395-406 - [c375]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
Audioclip: Extending Clip to Image, Text and Audio. ICASSP 2022: 976-980 - [c374]Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. ICPR 2022: 1628-1635 - [c373]Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel:
F2DNet: Fast Focal Detection Network for Pedestrian Detection. ICPR 2022: 4658-4664 - [c372]Desiree Heim, Christian Jilek, Heiko Maus, Andreas Dengel:
A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants. LWDA 2022: 246-257 - [c371]Adriano Lucieri
, Fabian Schmeisser
, Christoph Peter Balada
, Shoaib Ahmed Siddiqui
, Andreas Dengel
, Sheraz Ahmed
:
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. MIUA 2022: 46-61 - [c370]Nabeel Khalid
, Fabian Schmeisser
, Mohammadmahdi Koochali
, Mohsin Munir
, Christoffer Edlund
, Timothy R. Jackson
, Johan Trygg
, Rickard Sjögren
, Andreas Dengel
, Sheraz Ahmed
:
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation. MIUA 2022: 139-153 - [c369]Fatemeh Azimi, Sebastian Palacio, Federico Raue, Jörn Hees, Luca Bertinetto, Andreas Dengel:
Self-supervised Test-time Adaptation on Video Data. WACV 2022: 2603-2612 - [p7]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen. Künstliche Intelligenz im Gesundheitswesen 2022: 727-754 - [d8]Christoph Balada
, Sheraz Ahmed, Andreas Dengel
, Max Bondorf, Nikolai Hopfer, Markus Zdrallek:
FiN: A Smart Grid and Powerline Communication Dataset. Zenodo, 2022 - [d7]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 2. Zenodo, 2022 [all versions] - [d6]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 3. Zenodo, 2022 [all versions] - [d5]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 4. Zenodo, 2022 [all versions] - [d4]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 5. Zenodo, 2022 [all versions] - [d3]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 6. Zenodo, 2022 [all versions] - [i98]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR abs/2201.01249 (2022) - [i97]Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability. CoRR abs/2201.08671 (2022) - [i96]Dominique Mercier
, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed:
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods. CoRR abs/2202.03759 (2022) - [i95]Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. CoRR abs/2202.03903 (2022) - [i94]Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
TimeREISE: Time-series Randomized Evolving Input Sample Explanation. CoRR abs/2202.07952 (2022) - [i93]Dominique Mercier
, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel:
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis. CoRR abs/2202.10884 (2022) - [i92]Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training. CoRR abs/2203.01895 (2022) - [i91]Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel:
F2DNet: Fast Focal Detection Network for Pedestrian Detection. CoRR abs/2203.02331 (2022) - [i90]Brian B. Moser
, Federico Raue, Jörn Hees, Andreas Dengel:
Less is More: Proxy Datasets in NAS approaches. CoRR abs/2203.06905 (2022) - [i89]Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel:
DT2I: Dense Text-to-Image Generation from Region Descriptions. CoRR abs/2204.02035 (2022) - [i88]Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek:
FiN: A Smart Grid and Power Line Communication Dataset. CoRR abs/2204.06336 (2022) - [i87]Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. CoRR abs/2204.06337 (2022) - [i86]Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. CoRR abs/2206.06466 (2022) - [i85]Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel:
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. CoRR abs/2209.05533 (2022) - [i84]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. CoRR abs/2209.12693 (2022) - [i83]Brian B. Moser
, Federico Raue, Stanislav Frolov, Jörn Hees, Sebastian Palacio, Andreas Dengel:
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. CoRR abs/2209.13131 (2022) - [i82]Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR abs/2210.07617 (2022) - [i81]Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR abs/2211.04110 (2022) - 2021
- [j57]Muhammad Nabeel Asim
, Muhammad Imran Malik
, Christoph Zehe
, Johan Trygg, Andreas Dengel
, Sheraz Ahmed
:
A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access 9: 19379-19390 (2021) - [j56]Shoaib Ahmed Siddiqui
, Andreas Dengel
, Sheraz Ahmed
:
Self-Supervised Representation Learning for Document Image Classification. IEEE Access 9: 164358-164367 (2021) - [j55]Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel:
iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing. Int. J. Parallel Program. 49(2): 253-284 (2021) - [j54]Menbere Kina Tekleyohannes
, Vladimir Rybalkin
, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel:
iDocChip: A Configurable Hardware Accelerator for an End-to-End Historical Document Image Processing. J. Imaging 7(9): 175 (2021) - [j53]Muhammad Nabeel Asim
, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(6): 2157 (2021) - [j52]Muhammad Nabeel Asim
, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(11): 5437-5469 (2021) - [j51]Stanislav Frolov
, Tobias Hinz
, Federico Raue, Jörn Hees
, Andreas Dengel:
Adversarial text-to-image synthesis: A review. Neural Networks 144: 187-209 (2021) - [j50]Ko Watanabe
, Yusuke Soneda, Yuki Matsuda
, Yugo Nakamura
, Yutaka Arakawa
, Andreas Dengel
, Shoya Ishimaru
:
DisCaaS: Micro Behavior Analysis on Discussion by Camera as a Sensor. Sensors 21(17): 5719 (2021) - [j49]Shoaib Ahmed Siddiqui
, Dominique Mercier
, Andreas Dengel
, Sheraz Ahmed
:
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. Sensors 21(21): 7373 (2021) - [c368]Carlos Jose Gonzalez Rojas, Andreas Dengel, Mateus Dias Ribeiro:
Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations. AAAI Spring Symposium: MLPS 2021 - [c367]Pramod Vadiraja, Andreas Dengel, Shoya Ishimaru:
Text Summary Augmentation for Intelligent Reading Assistant. AHs 2021: 319-321 - [c366]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI 2021: 1-4 - [c365]Nabeel Khalid
, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images. BHI 2021: 1-4 - [c364]Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel:
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. GCPR 2021: 361-375 - [c363]Markus Schröder
, Christian Jilek, Andreas Dengel:
Mapping Spreadsheets to RDF: Supporting Excel in RML. KGCW@ESWC 2021 - [c362]Markus Schröder
, Christian Jilek
, Andreas Dengel:
Dataset Generation Patterns for Evaluating Knowledge Graph Construction. ESWC (Satellite Events) 2021: 27-32 - [c361]Michael Schulze, Markus Schröder
, Christian Jilek
, Torsten Albers, Heiko Maus, Andreas Dengel:
P2P-O: A Purchase-To-Pay Ontology for Enabling Semantic Invoices. ESWC 2021: 647-663 - [c360]Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
Rethinking RNN-Based Video Object Segmentation. VISIGRAPP (Revised Selected Papers) 2021: 348-365 - [c359]Pramod Vadiraja, Jayasankar Santhosh
, Hanane Moulay, Andreas Dengel, Shoya Ishimaru:
Effects of Counting Seconds in the Mind while Reading. UbiComp/ISWC Adjunct 2021: 486-490 - [c358]Dominique Mercier
, Syed Tahseen Raza Rizvi
, Vikas Rajashekar
, Sheraz Ahmed
, Andreas Dengel
:
Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. ICAART (Revised Selected Papers) 2021: 113-134 - [c357]Dominique Mercier
, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed:
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. ICAART (2) 2021: 159-168 - [c356]Markus Schröder
, Michael Schulze, Christian Jilek
, Andreas Dengel:
Bridging the Technology Gap between Industry and Semantic Web: Generating Databases and Server Code from RDF. ICAART (2) 2021: 507-514 - [c355]Markus Schröder
, Christian Jilek
, Michael Schulze, Andreas Dengel:
The Person Index Challenge: Extraction of Persons from Messy, Short Texts. ICAART (2) 2021: 531-537 - [c354]Sebastian Palacio, Adriano Lucieri
, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW 2021: 3759-3768 - [c353]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. ICDAR Workshops (1) 2021: 20-27 - [c352]Syed Mizanur Rahman, Johannes Bayer, Andreas Dengel:
Graph-Based Object Detection Enhancement for Symbolic Engineering Drawings. ICDAR Workshops (1) 2021: 74-90 - [c351]Shoaib Ahmed Siddiqui
, Andreas Dengel
, Sheraz Ahmed
:
Understanding and Mitigating the Impact of Model Compression for Document Image Classification. ICDAR (1) 2021: 147-159 - [c350]Shoaib Ahmed Siddiqui
, Andreas Dengel
, Sheraz Ahmed
:
Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. ICDAR (4) 2021: 293-304 - [c349]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjögren, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. IJCNN 2021: 1-8 - [c348]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. IJCNN 2021: 1-8 - [c347]Dayananda Herurkar, Philipp Blandfort, Federico Raue, Jörn Hees, Andreas Dengel:
ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs. IJCNN 2021: 1-8 - [c346]Nabeel Khalid
, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images. IJCNN 2021: 1-8 - [c345]Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. IJCNN 2021: 1-8 - [c344]Prerna Garg, Jayasankar Santhosh
, Andreas Dengel, Shoya Ishimaru:
Stress Detection by Machine Learning and Wearable Sensors. IUI Companion 2021: 43-45 - [c343]Markus Schröder
, Christian Jilek
, Andreas Dengel:
Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets. K-CAP 2021: 145-152 - [c342]Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper:
Combining Transformer Generators with Convolutional Discriminators. KI 2021: 67-79 - [c341]Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel:
Leveraging Context-Aware Recommender Systems for Improving Personal Knowledge Assistants by Introducing Contextual States. LWDA 2021: 1-12 - [c340]Michael Schulze, Markus Schröder
, Christian Jilek, Andreas Dengel:
ptpDG: A Purchase-To-Pay Dataset Generator for Evaluating Knowledge-Graph-Based Services. ISWC (Posters/Demos/Industry) 2021 - [c339]Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel:
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching. VISIGRAPP (4: VISAPP) 2021: 182-192 - [p6]Andreas Dengel, Oren Etzioni, Nicole DeCario, Holger H. Hoos, Li Fei-Fei, Junichi Tsujii, Paolo Traverso:
Next Big Challenges in Core AI Technology. Reflections on Artificial Intelligence for Humanity 2021: 90-115 - [p5]Andreas Dengel, Laurence Devillers, Laura Maria Schaal:
Augmented Human and Human-Machine Co-evolution: Efficiency and Ethics. Reflections on Artificial Intelligence for Humanity 2021: 203-227 - [i80]Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel:
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. CoRR abs/2101.03057 (2021) - [i79]Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel:
Adversarial Text-to-Image Synthesis: A Review. CoRR abs/2101.09983 (2021) - [i78]Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. CoRR abs/2102.05917 (2021) - [i77]Shoya Ishimaru, Takanori Maruichi, Andreas Dengel, Koichi Kise:
Confidence-Aware Learning Assistant. CoRR abs/2102.07312 (2021) - [i76]Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel:
Interactively Constructing Knowledge Graphs from Messy User-Generated Spreadsheets. CoRR abs/2103.03537 (2021) - [i75]Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. CoRR abs/2103.05112 (2021) - [i74]Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel:
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. CoRR abs/2103.13722 (2021) - [i73]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. CoRR abs/2104.11587 (2021) - [i72]Markus Schröder, Christian Jilek, Andreas Dengel:
Dataset Generation Patterns for Evaluating Knowledge Graph Construction. CoRR abs/2104.13576 (2021) - [i71]Markus Schröder, Christian Jilek, Andreas Dengel:
Mapping Spreadsheets to RDF: Supporting Excel in RML. CoRR abs/2104.13600 (2021) - [i70]Markus Schröder, Christian Jilek, Andreas Dengel:
A Linked Data Application Framework to Enable Rapid Prototyping. CoRR abs/2104.13605 (2021) - [i69]Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR abs/2105.06677 (2021) - [i68]Ricard Durall, Stanislav Frolov, Andreas Dengel, Janis Keuper:
Combining Transformer Generators with Convolutional Discriminators. CoRR abs/2105.10189 (2021) - [i67]Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction. CoRR abs/2106.07344 (2021) - [i66]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
AudioCLIP: Extending CLIP to Image, Text and Audio. CoRR abs/2106.13043 (2021) - [i65]Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. CoRR abs/2106.14295 (2021) - [i64]Fatemeh Azimi, Jean-Francois Jacques Nicolas Nies, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Spatial Transformer Networks for Curriculum Learning. CoRR abs/2108.09696 (2021) - [i63]Praveen Tirupattur, Christian Schulze, Andreas Dengel:
Violence Detection in Videos. CoRR abs/2109.08941 (2021) - [i62]Markus Schröder, Christian Jilek, Andreas Dengel:
Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets. CoRR abs/2110.12829 (2021) - [i61]Dominique Mercier
, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. CoRR abs/2111.14838 (2021) - [i60]Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou:
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. CoRR abs/2112.02770 (2021) - 2020
- [j48]Muhammad Naseer Bajwa
, Suleman Khurram
, Mohsin Munir
, Shoaib Ahmed Siddiqui
, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
:
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access 8: 115476-115485 (2020) - [j47]Syed Tahseen Raza Rizvi
, Andreas Dengel
, Sheraz Ahmed
:
A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction. IEEE Access 8: 217231-217245 (2020) - [j46]Philipp Blandfort
, Tushar Karayil, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Value model for predicting subjective visual attributes. Int. J. Multim. Inf. Retr. 9(1): 47-60 (2020) - [j45]Iuliia Brishtel, Anam Ahmad Khan, Thomas Schmidt
, Tilman Dingler
, Shoya Ishimaru
, Andreas Dengel:
Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor. Sensors 20(9): 2546 (2020) - [j44]Adriano Lucieri
, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi
, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed:
Benchmarking Deep Learning Models for Classification of Book Covers. SN Comput. Sci. 1(3): 139 (2020) - [c338]Tilman Dingler
, Benjamin Tag
, Evangelos Karapanos, Koichi Kise, Andreas Dengel:
Workshop on Detection and Design for Cognitive Biases in People and Computing Systems. CHI Extended Abstracts 2020: 1-6 - [c337]Shoya Ishimaru, Takanori Maruichi, Koichi Kise, Andreas Dengel:
Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback. AsianCHI@CHI 2020: 8 - [c336]Marc Beck, Syed Tahseen Raza Rizvi
, Andreas Dengel
, Sheraz Ahmed
:
From Automatic Keyword Detection to Ontology-Based Topic Modeling. DAS 2020: 451-465 - [c335]Saleh Mozaffari, Mohammad Al-Naser, Pascal Klein, Stefan Küchemann, Jochen Kuhn, Thomas Widmann, Andreas Dengel:
Classification of Visual Strategies in Physics Vector Field Problem-solving. ICAART (2) 2020: 257-267 - [c334]Saleh Mozaffari, Pascal Klein, Mohammad Al-Naser, Stefan Küchemann, Jochen Kuhn, Thomas Widmann, Andreas Dengel:
Quantifying Gaze-Based Strategic Patterns in Physics Vector Field Divergence. ICAART (Revised Selected Papers) 2020: 465-481 - [c333]Brian B. Moser
, Federico Raue, Jörn Hees, Andreas Dengel:
DartsReNet: Exploring New RNN Cells in ReNet Architectures. ICANN (1) 2020: 850-861 - [c332]Viktor Eisenstadt, Christoph Langenhan
, Klaus-Dieter Althoff, Andreas Dengel:
Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education. ICCBR 2020: 213-228 - [c331]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) 2020: 38-48 - [c330]Adriano Lucieri
, Muhammad Naseer Bajwa
, Andreas Dengel
, Sheraz Ahmed
:
Explaining AI-Based Decision Support Systems Using Concept Localization Maps. ICONIP (4) 2020: 185-193 - [c329]Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
P2ExNet: Patch-Based Prototype Explanation Network. ICONIP (3) 2020: 318-330 - [c328]Shoaib Ahmed Siddiqui
, Andreas Dengel
, Sheraz Ahmed
:
Benchmarking Adversarial Attacks and Defenses for Time-Series Data. ICONIP (3) 2020: 544-554 - [c327]Pervaiz Iqbal Khan
, Imran Razzak
, Andreas Dengel
, Sheraz Ahmed
:
Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning. ICONIP (1) 2020: 776-785 - [c326]Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel:
P ≈ NP, at least in Visual Question Answering. ICPR 2020: 2748-2754 - [c325]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNet: Environmental Sound Classification Based on Visual Domain Models. ICPR 2020: 4933-4940 - [c324]Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. ICPR 2020: 5376-5383 - [c323]Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel:
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. ICPR 2020: 8937-8944 - [c322]Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN 2020: 1-8 - [c321]Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. IJCNN 2020: 1-7 - [c320]Ferdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Conceptual Explanations of Neural Network Prediction for Time Series. IJCNN 2020: 1-6 - [c319]Adriano Lucieri
, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN 2020: 1-10 - [c318]Dominique Mercier
, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Interpreting Deep Models through the Lens of Data. IJCNN 2020: 1-8 - [c317]Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis
, Klaus-Dieter Althoff
, Andreas Dengel:
DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping. INISTA 2020: 1-7 - [c316]Jayasankar Santhosh
, Shoya Ishimaru, Andreas Dengel:
Generating Heatmap for Unknown Documents towards Readability Measurement. IUI Companion 2020: 47-48 - [c315]Joachim Folz, Sebastian Palacio, Jörn Hees, Andreas Dengel:
Adversarial Defense based on Structure-to-Signal Autoencoders. WACV 2020: 3568-3577 - [i59]Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Sheraz Ahmed, Waqar Mahmood, Andreas Dengel:
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification. CoRR abs/2003.01345 (2020) - [i58]Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel:
P ≈ NP, at least in Visual Question Answering. CoRR abs/2003.11844 (2020) - [i57]Shoaib Ahmed Siddiqui, Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
TSInsight: A local-global attribution framework for interpretability in time-series data. CoRR abs/2004.02958 (2020) - [i56]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNet: Environmental Sound Classification Based on Visual Domain Models. CoRR abs/2004.07301 (2020) - [i55]Mateus Dias Ribeiro, Abdul Rehman, Sheraz Ahmed, Andreas Dengel:
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks. CoRR abs/2004.08826 (2020) - [i54]Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. CoRR abs/2004.12170 (2020) - [i53]Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. CoRR abs/2005.01181 (2020) - [i52]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Explaining AI-based Decision Support Systems using Concept Localization Maps. CoRR abs/2005.01399 (2020) - [i51]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR abs/2005.02000 (2020) - [i50]Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
P2ExNet: Patch-based Prototype Explanation Network. CoRR abs/2005.02006 (2020) - [i49]Dominique Mercier
, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Interpreting Deep Models through the Lens of Data. CoRR abs/2005.03442 (2020) - [i48]Dominique Mercier
, Syed Tahseen Raza Rizvi
, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed:
ImpactCite: An XLNet-based method for Citation Impact Analysis. CoRR abs/2005.06611 (2020) - [i47]Sebastian Baumbach, Jahanzeb Khan, Sheraz Ahmed, Andreas Dengel:
QuViS - The Question of Visual Site Selection. CoRR abs/2005.12375 (2020) - [i46]Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR abs/2005.14284 (2020) - [i45]Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed:
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. CoRR abs/2005.14308 (2020) - [i44]Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. CoRR abs/2006.09158 (2020) - [i43]Divya Gaur, Joachim Folz, Andreas Dengel:
Training Deep Neural Networks Without Batch Normalization. CoRR abs/2008.07970 (2020) - [i42]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Benchmarking adversarial attacks and defenses for time-series data. CoRR abs/2008.13261 (2020) - [i41]Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel:
Hybrid Sequence to Sequence Model for Video Object Segmentation. CoRR abs/2010.05069 (2020) - [i40]Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel:
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis. CoRR abs/2010.14953 (2020) - [i39]Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel:
Bridging the Technology Gap Between Industry and Semantic Web: Generating Databases and Server Code From RDF. CoRR abs/2011.07957 (2020) - [i38]Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel:
The Person Index Challenge: Extraction of Persons from Messy, Short Texts. CoRR abs/2011.07990 (2020) - [i37]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems. CoRR abs/2011.13169 (2020) - [i36]Vinu Joseph, Shoaib Ahmed Siddiqui, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Sheraz Ahmed, Andreas Dengel:
Reliable Model Compression via Label-Preservation-Aware Loss Functions. CoRR abs/2012.01604 (2020)
2010 – 2019
- 2019
- [j43]Mohsin Munir
, Shoaib Ahmed Siddiqui
, Andreas Dengel, Sheraz Ahmed
:
DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series. IEEE Access 7: 1991-2005 (2019) - [j42]Alireza Koochali
, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
:
Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN. IEEE Access 7: 63868-63880 (2019) - [j41]Shoaib Ahmed Siddiqui
, Dominique Mercier
, Mohsin Munir
, Andreas Dengel
, Sheraz Ahmed
:
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. IEEE Access 7: 67027-67040 (2019) - [j40]Cheng-Lin Liu, Andreas Dengel, Rafael Dueire Lins:
Editorial for special issue on "Advanced Topics in Document Analysis and Recognition". Int. J. Document Anal. Recognit. 22(3): 189-191 (2019) - [j39]Christian Jilek
, Yannick Runge, Claudia Niederée
, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings:
Managed Forgetting to Support Information Management and Knowledge Work. Künstliche Intell. 33(1): 45-55 (2019) - [j38]Muhammad Naseer Bajwa
, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19(1): 136:1-136:16 (2019) - [j37]Muhammad Naseer Bajwa
, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19(1): 153:1 (2019) - [j36]Mohsin Munir
, Shoaib Ahmed Siddiqui
, Muhammad Ali Chattha
, Andreas Dengel, Sheraz Ahmed
:
FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models. Sensors 19(11): 2451 (2019) - [j35]Patrick Helber
, Benjamin Bischke
, Andreas Dengel, Damian Borth:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2217-2226 (2019) - [c314]Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
KINN: Incorporating Expert Knowledge in Neural Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2019 - [c313]Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel:
OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. DICTA 2019: 1-8 - [c312]Syed Tahseen Raza Rizvi
, Adriano Lucieri
, Andreas Dengel, Sheraz Ahmed:
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. DICTA 2019: 1-8 - [c311]Shoya Ishimaru, Takanori Maruichi, Manuel Landsmann, Koichi Kise, Andreas Dengel:
Electrooculography dataset for reading detection in the wild. UbiComp/ISWC Adjunct 2019: 85-88 - [c310]Brian B. Moser
, Federico Raue, Jörn Hees, Andreas Dengel:
Comparison Between U-Net and U-ReNet Models in OCR Tasks. ICANN (3) 2019: 131-142 - [c309]Tushar Karayil, Asif Irfan, Federico Raue, Jörn Hees, Andreas Dengel:
Conditional GANs for Image Captioning with Sentiments. ICANN (4) 2019: 300-312 - [c308]Mohsin Munir
, Shoaib Ahmed Siddiqui
, Ferdinand Küsters, Dominique Mercier
, Andreas Dengel, Sheraz Ahmed
:
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN (Workshop) 2019: 426-439 - [c307]Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. ICANN (1) 2019: 585-597 - [c306]Muhammad Ali Chattha
, Shoaib Ahmed Siddiqui
, Mohsin Munir
, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
:
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. ICANN (2) 2019: 639-651 - [c305]Redy Andriyansah
, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Using Balanced Training to Minimize Biased Classification. HIP@ICDAR 2019: 31-36 - [c304]Eman Eman, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Cursive Script Textline Image Transformation for Improving OCR Accuracy. WML@ICDAR 2019: 59-64 - [c303]Khurram Azeem Hashmi, Rakshith Bymana Ponnappa, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Feedback Learning: Automating the Process of Correcting and Completing the Extracted Information. WML@ICDAR 2019: 116-121 - [c302]Mohammad Mohsin Reza, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Table Localization and Segmentation using GAN and CNN. WML@ICDAR 2019: 152-157 - [c301]Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Analysis of Unsupervised Training Approaches for LSTM-Based OCR. ICDAR 2019: 1250-1255 - [c300]Abhash Sinha, Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Unsupervised OCR Model Evaluation Using GAN. ICDAR 2019: 1256-1261 - [c299]Syed Saqib Bukhari, Zaryab Iftikhar, Andreas Dengel:
Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images. ICDAR 2019: 1262-1267 - [c298]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. ICDAR 2019: 1390-1396 - [c297]Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Rethinking Semantic Segmentation for Table Structure Recognition in Documents. ICDAR 2019: 1397-1402 - [c296]Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi
, Andreas Dengel, Sheraz Ahmed:
DeepTabStR: Deep Learning based Table Structure Recognition. ICDAR 2019: 1403-1409 - [c295]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed:
Two Stream Deep Network for Document Image Classification. ICDAR 2019: 1410-1416 - [c294]Sebastian Baumbach, Christoph Rubel, Sheraz Ahmed, Andreas Dengel:
Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets. ICGDA 2019: 110-114 - [c293]Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel:
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. ICIP 2019: 1480-1484 - [c292]Mohsin Munir, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed:
A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data. ICMLA 2019: 561-566 - [c291]Veeru Dumpala, Sheela Raju Kurupathi, Syed Saqib Bukhari, Andreas Dengel:
Removal of Historical Document Degradations using Conditional GANs. ICPRAM 2019: 145-154 - [c290]Praveen Kumar Badimala Giridhara, Chinmaya Mishra
, Reddy Kumar Modam Venkataramana, Syed Saqib Bukhari, Andreas Dengel:
A Study of Various Text Augmentation Techniques for Relation Classification in Free Text. ICPRAM 2019: 360-367 - [c289]Vijaya Kumar Bajjer Ramanna, Syed Saqib Bukhari, Andreas Dengel:
Document Image Dewarping using Deep Learning. ICPRAM 2019: 524-531 - [c288]Mohammad Mohsin Reza, Md. Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel:
A Robust Page Frame Detection Method for Complex Historical Document Images. ICPRAM 2019: 556-564 - [c287]Benjamin Bischke, Patrick Helber, Jörn Hees, Andreas Dengel:
Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale. IGARSS 2019: 3951-3954 - [c286]Patrick Helber, Benjamin Bischke, Qiushi Guo, Jörn Hees, Andreas Dengel:
Multi-Scale Machine Learning for the Classification of Building Property Values. IGARSS 2019: 4873-4876 - [c285]Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel:
Towards a Sentinel-2 Based Human Settlement Layer. IGARSS 2019: 5936-5939 - [c284]Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel:
Fusion Strategies for Learning User Embeddings with Neural Networks. IJCNN 2019: 1-8 - [c283]Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR. IntelliSys (2) 2019: 449-462 - [c282]Christian Jilek
, Markus Schröder
, Rudolf Novik, Sven Schwarz, Heiko Maus, Andreas Dengel:
Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. LDK 2019: 11:1-11:14 - [c281]Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation. ICMR 2019: 16-24 - [c280]Muhammad Naseer Bajwa
, Yoshinobu Taniguchi
, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
:
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. MIUA 2019: 242-253 - [c279]Mohammad Al-Naser, Takehiro Niikura, Sheraz Ahmed, Hiroki Ohashi, Takuto Sato, Mitsuhiro Okada, Katsuyuki Nakamura, Andreas Dengel:
Quantifying Quality of Actions Using Wearable Sensor. AALTD@PKDD/ECML 2019: 199-212 - [c278]Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Norbert Wehn
, Andreas Dengel:
iDocChip - A Configurable Hardware Architecture for Historical Document Image Processing: Text Line Extraction. ReConFig 2019: 1-8 - [c277]Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows. SGAI Conf. 2019: 152-157 - [i35]Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel:
Fusion Strategies for Learning User Embeddings with Neural Networks. CoRR abs/1901.02322 (2019) - [i34]Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
KINN: Incorporating Expert Knowledge in Neural Networks. CoRR abs/1902.05653 (2019) - [i33]Markus Schröder, Christian Jilek, Andreas Dengel:
Interactive Concept Mining on Personal Data - Bootstrapping Semantic Services. CoRR abs/1903.05872 (2019) - [i32]Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN. CoRR abs/1903.12549 (2019) - [i31]Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features. CoRR abs/1905.06175 (2019) - [i30]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. CoRR abs/1909.05478 (2019) - [i29]Dominique Mercier
, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed:
SentiCite: An Approach for Publication Sentiment Analysis. CoRR abs/1910.03498 (2019) - [i28]Syed Tahseen Raza Rizvi
, Andreas Dengel, Sheraz Ahmed:
DeepBiRD: An Automatic Bibliographic Reference Detection Approach. CoRR abs/1912.07266 (2019) - [i27]Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC). CoRR abs/1912.11356 (2019) - 2018
- [j34]Shoaib Ahmed Siddiqui
, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed
:
DeCNT: Deep Deformable CNN for Table Detection. IEEE Access 6: 74151-74161 (2018) - [j33]Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki:
Symbol Grounding Association in Multimodal Sequences with Missing Elements. J. Artif. Intell. Res. 61: 787-806 (2018) - [j32]Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed
, Katsuyuki Nakamura
, Takuto Sato, Andreas Dengel:
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. Sensors 18(8): 2485 (2018) - [c276]Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
Space Anomalies in OCRs for Arabic Like Scripts. ASAR 2018: 67-71 - [c275]Benjamin Bischke, Patrick Helber, Florian Koenig, Damian Borth, Andreas Dengel:
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CBMI 2018: 1-6 - [c274]Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel:
What Do Deep Networks Like to See? CVPR 2018: 3108-3117 - [c273]Srie Raam Mohan, Syed Saqib Bukhari, Andreas Dengel:
Layout Error Correction Using Deep Neural Networks. DAS 2018: 299-304 - [c272]Syed Saqib Bukhari, Manabendra Saha, Praveen Badimala, Manesh Kumar Lohano, Andreas Dengel:
anyAlign: An Intelligent and Interactive Text-Alignment Web-Application for Historical Document. DAS 2018: 323-327 - [c271]Kareem Mokhtar, Syed Saqib Bukhari, Andreas Dengel:
OCR Error Correction: State-of-the-Art vs an NMT-based Approach. DAS 2018: 429-434 - [c270]Cannannore Nidhi Kamath, Syed Saqib Bukhari, Andreas Dengel:
Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification. DocEng 2018: 14:1-14:11 - [c269]Vladimir Rybalkin, Syed Saqib Bukhari, Muhammad Mohsin Ghaffar, Aqib Ghafoor, Norbert Wehn
, Andreas Dengel:
iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing: Percentile Based Binarization. DocEng 2018: 24:1-24:8 - [c268]Christian Jilek
, Markus Schröder
, Sven Schwarz, Heiko Maus, Andreas Dengel:
Context Spaces as the Cornerstone of a Near-Transparent and Self-reorganizing Semantic Desktop. ESWC (Satellite Events) 2018: 89-94 - [c267]Markus Schröder
, Christian Jilek
, Andreas Dengel:
Deep Linking Desktop Resources. ESWC (Satellite Events) 2018: 202-207 - [c266]Soumy Jacob, Syed Saqib Bukhari, Shoya Ishimaru, Andreas Dengel:
Gaze-based interest detection on newspaper articles. PETMEI@ETRA 2018: 4:1-4:7 - [c265]Saleh Mozaffari, Pascal Klein, Jouni Viiri, Sheraz Ahmed, Jochen Kuhn
, Andreas Dengel:
Evaluating similarity measures for gaze patterns in the context of representational competence in physics education. ETRA 2018: 51:1-51:5 - [c264]Dayananda Herurkar, Shoya Ishimaru, Andreas Dengel:
Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection. UbiComp/ISWC Adjunct 2018: 54-57 - [c263]Soumy Jacob, Shoya Ishimaru, Andreas Dengel:
Interest Detection While Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband. UbiComp/ISWC Adjunct 2018: 78-81 - [c262]Shoya Ishimaru, Nicolas Großmann, Andreas Dengel, Ko Watanabe, Yutaka Arakawa
, Carina Heisel
, Pascal Klein, Jochen Kuhn
:
HyperMind Builder: Pervasive User Interface to Create Intelligent Interactive Documents. UbiComp/ISWC Adjunct 2018: 357-360 - [c261]Marco Stricker
, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
Saliency based Adjective Noun Pair Detection System. ICAART (2) 2018: 387-394 - [c260]Dominique Mercier
, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed:
SentiCite - An Approach for Publication Sentiment Analysis. ICAART (2) 2018: 422-429 - [c259]Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel:
Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning. ICAART (2) 2018: 438-445 - [c258]Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Takuto Sato, Phong Xuan Nguyen, Andreas Dengel:
Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors. ICAART (2) 2018: 478-485 - [c257]Syed Tahseen Raza Rizvi
, Dominique Mercier
, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed:
Ontology-based Information Extraction from Technical Documents. ICAART (2) 2018: 493-500 - [c256]Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Answering with Cases: A CBR Approach to Deep Learning. ICCBR 2018: 15-27 - [c255]Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Transcription Free LSTM OCR Model Evaluation. ICFHR 2018: 122-126 - [c254]Syed Saqib Bukhari, Sumam Francis, Cannannore Nidhi Narayana Kamath, Andreas Dengel:
An Investigative Analysis of Different LSTM Libraries for Supervised and Unsupervised Architectures of OCR Training. ICFHR 2018: 447-452 - [c253]Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Interactive Design Support for Architecture Projects During Early Phases Based on Recurrent Neural Networks. ICPRAM (Revised Selected Papers) 2018: 27-43 - [c252]Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain - Floor Plan Generation and Auto Completion based on Recurrent Neural Networks. ICPRAM 2018: 115-123 - [c251]Syed Saqib Bukhari, Ashutosh Gupta, Anil Kumar Tiwari, Andreas Dengel:
High Performance Layout Analysis of Medieval European Document Images. ICPRAM 2018: 324-331 - [c250]Martin Jenckel, Sourabh Sarvotham Parkala, Syed Saqib Bukhari, Andreas Dengel:
Impact of Training LSTM-RNN with Fuzzy Ground Truth. ICPRAM 2018: 388-393 - [c249]Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IGARSS 2018: 204-207 - [c248]Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel:
Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss. IGARSS 2018: 6191-6194 - [c247]Iuliia Brishtel, Shoya Ishimaru, Olivier Augereau, Koichi Kise, Andreas Dengel:
Assessing Cognitive Workload on Printed and Electronic Media using Eye-Tracker and EDA Wristband. IUI Companion 2018: 45:1-45:2 - [c246]Seyyed Saleh Mozaffari Chanijani, Federico Raue, Saeid Dashti Hassanzadeh, Stefan Agne, Syed Saqib Bukhari, Andreas Dengel:
Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory. IUI Workshops 2018 - [c245]Anne Lauscher
, Kai Eckert, Lukas Galke
, Ansgar Scherp, Syed Tahseen Raza Rizvi
, Sheraz Ahmed, Andreas Dengel, Philipp Zumstein
, Annette Klein
:
Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph. JCDL 2018: 109-118 - [c244]Ingo J. Timm, Steffen Staab
, Michael Siebers
, Claudia Schon, Ute Schmid
, Kai Sauerwald, Lukas Reuter, Marco Ragni
, Claudia Niederée
, Heiko Maus, Gabriele Kern-Isberner, Christian Jilek
, Paulina Friemann, Thomas Eiter, Andreas Dengel, Hannah Dames, Tanja Bock, Jan Ole Berndt, Christoph Beierle:
Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges. KI 2018: 357-365 - [c243]Benjamin Bischke, Patrick Helber, Andreas Dengel:
Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia. MediaEval 2018 - [c242]Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Dynamic Process Workflow Routing Using Deep Learning. SGAI Conf. 2018: 132-142 - [d2]Patrick Helber
, Benjamin Bischke
, Andreas Dengel
, Damian Borth
:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. Version 1. Zenodo, 2018 [all versions] - [d1]Patrick Helber
, Benjamin Bischke
, Andreas Dengel
, Damian Borth
:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. Version 2. Zenodo, 2018 [all versions] - [i26]Shoaib Ahmed Siddiqui, Dominik Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. CoRR abs/1802.02952 (2018) - [i25]Joachim Folz, Sebastian Palacio, Jörn Hees, Damian Borth, Andreas Dengel:
Adversarial Defense based on Structure-to-Signal Autoencoders. CoRR abs/1803.07994 (2018) - [i24]Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel:
What do Deep Networks Like to See? CoRR abs/1803.08337 (2018) - [i23]Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel:
An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor. CoRR abs/1804.04175 (2018) - [i22]Christian Jilek, Markus Schröder, Sven Schwarz, Heiko Maus, Andreas Dengel:
Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop. CoRR abs/1805.02181 (2018) - [i21]Markus Schröder, Christian Jilek, Andreas Dengel:
Deep Linking Desktop Resources. CoRR abs/1805.03491 (2018) - [i20]Markus Schröder, Christian Jilek, Jörn Hees, Andreas Dengel:
Towards Semantically Enhanced Data Understanding. CoRR abs/1806.04952 (2018) - [i19]Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel:
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. CoRR abs/1808.01358 (2018) - [i18]Benjamin Bischke, Patrick Helber, Florian König, Damian Borth, Andreas Dengel:
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CoRR abs/1808.03195 (2018) - [i17]Shailza Jolly, Sandro Pezzelle, Tassilo Klein, Andreas Dengel, Moin Nabi:
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA. CoRR abs/1809.04344 (2018) - [i16]Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images. CoRR abs/1810.06219 (2018) - [i15]Christian Jilek, Yannick Runge, Claudia Niederée, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings:
Managed Forgetting to Support Information Management and Knowledge Work. CoRR abs/1811.12155 (2018) - [i14]Christian Jilek, Jessica Chwalek, Sven Schwarz, Markus Schröder, Heiko Maus, Andreas Dengel:
Advanced Memory Buoyancy for Forgetful Information Systems. CoRR abs/1811.12177 (2018) - [i13]Christian Jilek, Markus Schröder, Rudolf Novik, Sven Schwarz, Heiko Maus, Andreas Dengel:
Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. CoRR abs/1812.02119 (2018) - 2017
- [c241]Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
Text-line segmentation of large titles and headings in Arabic like script. ASAR 2017: 168-172 - [c240]Shoya Ishimaru, Andreas Dengel:
ARFLED: ability recognition framework for learning and education. UbiComp/ISWC Adjunct 2017: 339-343 - [c239]Shoya Ishimaru, Kensuke Hoshika, Kai Kunze, Koichi Kise, Andreas Dengel:
Towards reading trackers in the wild: detecting reading activities by EOG glasses and deep neural networks. UbiComp/ISWC Adjunct 2017: 704-711 - [c238]Koichi Kise, Olivier Augereau, Yuzuko Utsumi, Masakazu Iwamura
, Kai Kunze, Shoya Ishimaru, Andreas Dengel:
Quantified reading and learning for sharing experiences. UbiComp/ISWC Adjunct 2017: 724-731 - [c237]Marco Stricker
, Syed Saqib Bukhari, Mohammad Al-Naser, Seyyed Saleh Mozafari Chanijani, Damian Borth, Andreas Dengel:
Which Saliency Detection Method is the Best to Estimate the Human Attention for Adjective Noun Concepts?. ICAART (2) 2017: 185-195 - [c236]Sven Hertling
, Markus Schröder
, Christian Jilek
, Andreas Dengel:
Where is that Button Again?! - Towards a Universal GUI Search Engine. ICAART (2) 2017: 217-227 - [c235]Sebastian Baumbach, Andreas Dengel:
Measuring the Performance of Push-ups - Qualitative Sport Activity Recognition. ICAART (2) 2017: 374-381 - [c234]Federico Raue, Sebastian Palacio, Andreas Dengel, Marcus Liwicki:
Classless Association Using Neural Networks. ICANN (2) 2017: 165-173 - [c233]Viktor Ayzenshtadt, Christoph Langenhan
, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold
, Andreas Dengel:
Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain. ICCBR 2017: 46-60 - [c232]Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
KHATT: A Deep Learning Benchmark on Arabic Script. MOCR@ICDAR 2017: 10-14 - [c231]Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
The Impact of Visual Similarities of Arabic-Like Scripts Regarding Learning in an OCR System. MOCR@ICDAR 2017: 15-19 - [c230]Marc Beck, Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel:
Landscape or Portrait? The Impact of Page Orientation on the Understandability of Scientific Posters. HDI@ICDAR 2017: 23-27 - [c229]Shoya Ishimaru, Soumy Jacob, Apurba Roy, Syed Saqib Bukhari, Carina Heisel
, Nicolas Großmann, Michael Thees, Jochen Kuhn
, Andreas Dengel:
Cognitive State Measurement on Learning Materials by Utilizing Eye Tracker and Thermal Camera. HDI@ICDAR 2017: 32-36 - [c228]Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Training LSTM-RNN with Imperfect Transcription: Limitations and Outcomes. HIP@ICDAR 2017: 48-53 - [c227]Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Floor Plan Generation and Auto Completion Based on Recurrent Neural Networks. GREC@ICDAR 2017: 49-50 - [c226]Akansha Bhardwaj, Dominique Mercier
, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel:
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. ICDAR 2017: 262-267 - [c225]Syed Saqib Bukhari, Ahmad Kadi, Mohammad Ayman Jouneh, Fahim Mahmood Mir, Andreas Dengel:
anyOCR: An Open-Source OCR System for Historical Archives. ICDAR 2017: 305-310 - [c224]Sheikh Faisal Rashid, Abdullah Akmal, Muhammad Adnan, Ali Adnan Aslam, Andreas Dengel:
Table Recognition in Heterogeneous Documents Using Machine Learning. ICDAR 2017: 777-782 - [c223]Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
AirScript - Creating Documents in Air. ICDAR 2017: 908-913 - [c222]Amir Riad, Christian Sporer, Syed Saqib Bukhari, Andreas Dengel:
Classification and Information Extraction for Complex and Nested Tabular Structures in Images. ICDAR 2017: 1156-1161 - [c221]Sebastian Schreiber, Stefan Agne, Ivo Wolf
, Andreas Dengel, Sheraz Ahmed:
DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. ICDAR 2017: 1162-1167 - [c220]Mohsin Munir, Steffen Erkel, Andreas Dengel, Sheraz Ahmed:
Pattern-Based Contextual Anomaly Detection in HVAC Systems. ICDM Workshops 2017: 1066-1073 - [c219]Akansha Bhardwaj, Dominik Mercier
, Andreas Dengel, Sheraz Ahmed:
DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. ICONIP (2) 2017: 286-293 - [c218]Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel:
Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization. ICPRAM 2017: 50-60 - [c217]Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel:
Semi-automated Testing of an Architectural Floor Plan Retrieval Framework: Quantitative and Qualitative Comparison of Semantic Pattern-Based Matching Approaches. ICPRAM (Revised Selected Papers) 2017: 169-189 - [c216]Ying Gu, Ram Kumar Ganesan, Benjamin Bischke, Ansgar Bernardi, Alexander Maier, Heinrich Warkentin, Thilo Steckel, Andreas Dengel:
Grid-based outlier detection in large data sets for combine harvesters. INDIN 2017: 811-818 - [c215]Benjamin Bischke, Prakriti Bhardwaj, Aman Gautam, Patrick Helber, Damian Borth, Andreas Dengel:
Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks. MediaEval 2017 - [c214]Benjamin Bischke, Patrick Helber, Christian Schulze, Venkat Srinivasan, Andreas Dengel, Damian Borth:
The Multimedia Satellite Task at MediaEval 2017. MediaEval 2017 - [c213]Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel:
Image Captioning in the Wild: How People Caption Images on Flickr. MUSA2@MM 2017: 21-29 - [c212]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Predicting Human Associations with Graph Patterns Learned from Linked Data. ISWC (Posters, Demos & Industry Tracks) 2017 - [c211]Markus Schröder
, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel:
RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems. ISWC (Posters, Demos & Industry Tracks) 2017 - [i12]Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel:
AirScript - Creating Documents in Air. CoRR abs/1705.11181 (2017) - [i11]Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. CoRR abs/1709.00029 (2017) - [i10]Marco Schreyer, Timur Sattarov, Damian Borth, Andreas Dengel, Bernd Reimer:
Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks. CoRR abs/1709.05254 (2017) - [i9]Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel:
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. CoRR abs/1709.05932 (2017) - 2016
- [c210]Fallak Asad, Adnan Ul-Hasan, Faisal Shafait, Andreas Dengel:
High Performance OCR for Camera-Captured Blurred Documents with LSTM Networks. DAS 2016: 7-12 - [c209]Sarah Elkasrawi, Andreas Dengel, Ahmed Abdelsamad, Syed Saqib Bukhari:
What You See is What You Get? Automatic Image Verification for Online News Content. DAS 2016: 114-119 - [c208]Adnan Ul-Hasan, Syed Saqib Bukhari, Andreas Dengel:
OCRoRACT: A Sequence Learning OCR System Trained on Isolated Characters. DAS 2016: 174-179 - [c207]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs - Finding Patterns for Human Associations in DBpedia. EKAW 2016: 337-352 - [c206]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) 2016: 17-20 - [c205]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Erratum to: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) 2016 - [c204]Sven Hertling
, Markus Schröder
, Christian Jilek
, Andreas Dengel:
Top-k Shortest Paths in Directed Labeled Multigraphs. SemWebEval@ESWC 2016: 200-212 - [c203]Shoya Ishimaru, Kai Kunze, Koichi Kise, Andreas Dengel:
The wordometer 2.0: estimating the number of words you read in real life using commercial EOG glasses. UbiComp Adjunct 2016: 293-296 - [c202]Tilman Dingler
, Kai Kunze, Evangelos Niforatos, Cathal Gurrin
, Ioannis Giannopoulos
, Andreas Dengel, Koichi Kise:
WAHM 2016: 3rd workshop on ubiquitous technologies for augmenting the human mind. UbiComp Adjunct 2016: 1010-1013 - [c201]Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Syed Saqib Bukhari, Jochen Kuhn
, Andreas Dengel:
Entropy based transition analysis of eye movement on physics representational competence. UbiComp Adjunct 2016: 1027-1034 - [c200]Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel
, Jochen Kuhn
, Andreas Dengel:
Towards an intelligent textbook: eye gaze based attention extraction on materials for learning and instruction in physics. UbiComp Adjunct 2016: 1041-1045 - [c199]Christian Jilek
, Sven Schwarz, Heiko Maus, Andreas Dengel:
Managed forgetting, data condensation & preservation in application. UbiComp Adjunct 2016: 1046-1053 - [c198]Shoya Ishimaru, Tilman Dingler
, Kai Kunze, Koichi Kise, Andreas Dengel:
Reading interventions: tracking reading state and designing interventions. UbiComp Adjunct 2016: 1759-1764 - [c197]Viktor Ayzenshtadt, Christoph Langenhan
, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold
, Andreas Dengel:
Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs. ICAART (1) 2016: 149-156 - [c196]Bishoy Sefen, Sebastian Baumbach, Andreas Dengel, Slim Abdennadher:
Human Activity Recognition - Using Sensor Data of Smartphones and Smartwatches. ICAART (2) 2016: 488-493 - [c195]Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki:
Symbolic Association Using Parallel Multilayer Perceptron. ICANN (2) 2016: 347-354 - [c194]Viktor Ayzenshtadt, Christoph Langenhan
, Johannes Roith, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold
, Andreas Dengel:
Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs. ICCBR 2016: 16-31 - [c193]Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel, Andreas Dengel:
KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark. ICFHR 2016: 453-458 - [c192]Brennan Nunamaker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
A Tesseract-based OCR framework for historical documents lacking ground-truth text. ICIP 2016: 3269-3273 - [c191]Seyyed Saleh Mozaffari Chanijani, Mohammad Al-Naser, Syed Saqib Bukhari, Damian Borth, Shanley E. M. Alleny, Andreas Dengel:
An eye movement study on scientific papers using wearable eye tracking technology. ICMU 2016: 1-6 - [c190]Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
anyOCR: A sequence learning based OCR system for unlabeled historical documents. ICPR 2016: 4035-4040 - [c189]Andreas Dengel:
Digital Co-Creation and Augmented Learning. KMO 2016: 3 - [c188]Viktor Ayzenshtadt, Klaus-Dieter Althoff, Syed Saqib Bukhari, Andreas Dengel, Ada Mikyas:
Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs. LWDA 2016: 291-298 - [c187]Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Mohammad Al-Naser, Syed Saqib Bukhari, Jochen Kuhn
, Andreas Dengel:
A study on representational competence in physics using mobile eye tracking systems. MobileHCI Adjunct 2016: 1029-1032 - [c186]Mohammad Al-Naser, Peter Lanzer, Andreas Dengel, Syed Saqib Bukhari, Seyyed Saleh Mozaffari Chanijani:
Knowledge transfer from experts to novices in minimally invasive catheter-mediated (MIC) interventions, eye-tracking study. MobileHCI Adjunct 2016: 1033-1036 - [c185]Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel:
Introducing Concept And Syntax Transition Networks for Image Captioning. ICMR 2016: 385-388 - [c184]Alireza Koochali, Sebastian Kalkowski, Andreas Dengel, Damian Borth, Christian Schulze:
Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset. MMCommons @ ACM Multimedia 2016: 35-42 - [c183]Benjamin Bischke, Damian Borth, Christian Schulze, Andreas Dengel:
Contextual Enrichment of Remote-Sensed Events with Social Media Streams. ACM Multimedia 2016: 1077-1081 - [c182]Tushar Karayil, Philipp Blandfort, Damian Borth, Andreas Dengel:
Generating Affective Captions using Concept And Syntax Transition Networks. ACM Multimedia 2016: 1111-1115 - [c181]Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel:
Seed, an End-User Text Composition Tool for the Semantic Web. ISWC (1) 2016: 218-233 - [c180]Hassan Issa, Ludger van Elst, Andreas Dengel:
Using smartphones for prototyping semantic sensor analysis systems. SBD@SIGMOD 2016: 7 - [c179]Hassan Issa, Amir Guirguis, Shary Beshara, Stefan Agne, Andreas Dengel:
Preference based Filtering and Recommendations for Running Routes. WEBIST (2) 2016: 139-146 - [i8]Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura
, Andreas Dengel, Marcus Liwicki:
A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents. CoRR abs/1605.01189 (2016) - [i7]Jörn Hees, Benjamin Adrian, Ralf Biedert, Thomas Roth-Berghofer, Andreas Dengel:
TSSort: Probabilistic Noise Resistant Sorting. CoRR abs/1606.05289 (2016) - [i6]Sebastian Säger, Damian Borth, Benjamin Elizalde, Christian Schulze, Bhiksha Raj, Ian R. Lane, Andreas Dengel:
AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis. CoRR abs/1607.03766 (2016) - [i5]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs: Finding Patterns for Human Associations in DBpedia. CoRR abs/1607.07249 (2016) - [i4]Sebastian Baumbach, Frank Wittich, Florian Sachs, Sheraz Ahmed, Andreas Dengel:
A Novel Approach for Data-Driven Automatic Site Recommendation and Selection. CoRR abs/1608.01212 (2016) - 2015
- [j31]Seyed Ali Bahrainian, Andreas Dengel:
Sentiment analysis of texts by capturing underlying sentiment patterns. Web Intell. 13(1): 53-68 (2015) - [c178]Mustafa Shdaifat, Syed Saqib Bukhari, Takumi Toyama, Andreas Dengel:
Robust object recognition in wearable eye tracking system. ACPR 2015: 650-654 - [c177]Johannes Bayer, Syed Saqib Bukhari, Christoph Langenhan
, Marcus Liwicki, Klaus-Dieter Althoff, Frank Petzold
, Andreas Dengel:
Migrating the Classical Pen-and-Paper Based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation. GREC 2015: 47-59 - [c176]Bahaa Eldesouky, Heiko Maus, Sven Schwarz, Andreas Dengel:
Seed, a Natural Language Interface to Knowledge Bases. HCI (4) 2015: 280-290 - [c175]Kai Kunze, Katsutoshi Masai
, Masahiko Inami
, Ömer Sacakli, Marcus Liwicki, Andreas Dengel, Shoya Ishimaru, Koichi Kise:
Quantifying reading habits: counting how many words you read. UbiComp 2015: 87-96 - [c174]Mizuki Matsubara, Joachim Folz, Takumi Toyama, Marcus Liwicki, Andreas Dengel, Koichi Kise:
Extraction of read text using a wearable eye tracker for automatic video annotation. UbiComp/ISWC Adjunct 2015: 849-854 - [c173]Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Document Image Binarization using LSTM: A Sequence Learning Approach. HIP@ICDAR 2015: 79-84 - [c172]Syed Saqib Bukhari, Andreas Dengel:
Visual appearance based document classification methods: Performance evaluation and benchmarking. ICDAR 2015: 981-985 - [c171]Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel:
Supporting early contextualization of textual content in digital documents on the Web. ICDAR 2015: 1071-1075 - [c170]Muhammad Zeshan Afzal, Samuele Capobianco
, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR 2015: 1111-1115 - [c169]Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas M. Breuel:
Recognizable units in Pashto language for OCR. ICDAR 2015: 1246-1250 - [c168]Seyyed Saleh Mozafari Chanijani, Syed Saqib Bukhari, Andreas Dengel:
Analysis of text layout quality using wearable eye trackers. ICME Workshops 2015: 1-6 - [c167]Christian Jilek
, Heiko Maus, Sven Schwarz, Andreas Dengel:
Diary generation from personal information models to support contextual remembering and reminiscence. ICME Workshops 2015: 1-6 - [c166]Hassan Issa, Alaa Shafaee, Stefan Agne, Stephan Baumann, Andreas Dengel:
User-sentiment based Evaluation for Market Fitness Trackers - Evaluation of Fitbit One, Jawbone Up and Nike+ Fuelband based on Amazon.com Customer Reviews. ICT4AgeingWell 2015: 171-179 - [c165]Jochen Kuhn, Alexander Nussbaumer
, Johanna Pirker, Dimosthenis Karatzas, Alain Pagani, Owen Conlan, Martin Memmel, Christina M. Steiner, Christian Gütl
, Dietrich Albert
, Andreas Dengel:
Advancing Physics Learning Through Traversing a Multi-Modal Experimentation Space. Intelligent Environments (Workshops) 2015: 373-380 - [c164]Sebastian Kalkowski, Christian Schulze, Andreas Dengel, Damian Borth:
Real-time Analysis and Visualization of the YFCC100m Dataset. MMCommons@ACM Multimedia 2015: 25-30 - [c163]Joachim Folz, Christian Schulze, Damian Borth, Andreas Dengel:
Aesthetic Photo Enhancement using Machine Learning and Case-Based Reasoning. ASM@ACM Multimedia 2015: 27-32 - [c162]Mohammad Al-Naser, Seyyed Saleh Mozafari Chanijani, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
What Makes a Beautiful Landscape Beautiful: Adjective Noun Pairs Attention by Eye-Tracking and Gaze Analysis. ASM@ACM Multimedia 2015: 51-56 - [i3]Peter Burkert, Felix Trier, Muhammad Zeshan Afzal, Andreas Dengel, Marcus Liwicki:
DeXpression: Deep Convolutional Neural Network for Expression Recognition. CoRR abs/1509.05371 (2015) - [i2]Federico Raue, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Symbol Grounding Association in Multimodal Sequences with Missing Elements. CoRR abs/1511.04401 (2015) - 2014
- [j30]Björn Forcher, Thomas Roth-Berghofer, Stefan Agne, Andreas Dengel:
Intuitive justifications of medical semantic search results. Eng. Appl. Artif. Intell. 30: 1-17 (2014) - [j29]Matthias Reif, Faisal Shafait, Markus Goldstein
, Thomas M. Breuel, Andreas Dengel:
Automatic classifier selection for non-experts. Pattern Anal. Appl. 17(1): 83-96 (2014) - [j28]Sheraz Ahmed, Markus Weber, Marcus Liwicki, Christoph Langenhan
, Andreas Dengel, Frank Petzold
:
Automatic analysis and sketch-based retrieval of architectural floor plans. Pattern Recognit. Lett. 35: 91-100 (2014) - [j27]Marcus Liwicki, Sebastian Ebert, Andreas Dengel:
Bridging the gap between handwriting recognition and knowledge management. Pattern Recognit. Lett. 35: 204-213 (2014) - [c161]Shoya Ishimaru, Kai Kunze, Koichi Kise, Jens Weppner, Andreas Dengel, Paul Lukowicz, Andreas Bulling
:
In the blink of an eye: combining head motion and eye blink frequency for activity recognition with Google Glass. AH 2014: 15:1-15:4 - [c160]Yuki Shiga, Andreas Dengel, Takumi Toyama, Koichi Kise, Yuzuko Utsumi
:
Daily activity recognition combining gaze motion and visual features. UbiComp Adjunct 2014: 1103-1111 - [c159]Salma Tayel, Stefan Agne, Andreas Dengel, Slim Abdennadher:
An Aggressive Feature Selection Technique for Rule-based Text Categorization. ICAART (1) 2014: 511-517 - [c158]Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel, Seiichi Uchida
, Volkmar Frinken:
Automatic Signature Stability Analysis and Verification Using Local Features. ICFHR 2014: 621-626 - [c157]Takumi Toyama, Daniel Sonntag, Andreas Dengel, Takahiro Matsuda, Masakazu Iwamura
, Koichi Kise:
A mixed reality head-mounted text translation system using eye gaze input. IUI 2014: 329-334 - [c156]Christian Schulze, Dominik Henter, Damian Borth, Andreas Dengel:
Automatic Detection of CSA Media by Multi-modal Feature Fusion for Law Enforcement Support. ICMR 2014: 353 - [c155]Alaa Shafaee, Hassan Issa, Stefan Agne, Stephan Baumann, Andreas Dengel:
Aspect-Based Sentiment Analysis of Amazon Reviews for Fitness Tracking Devices. PAKDD Workshops 2014: 50-61 - [c154]Seyed Ali Bahrainian, Marcus Liwicki, Andreas Dengel:
Fuzzy Subjective Sentiment Phrases: A Context Sensitive and Self-Maintaining Sentiment Lexicon. WI-IAT (2) 2014: 361-368 - [p4]Andreas Dengel, Faisal Shafait:
Analysis of the Logical Layout of Documents. Handbook of Document Image Processing and Recognition 2014: 177-222 - [i1]Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel:
Analysis and Forecasting of Trending Topics in Online Media Streams. CoRR abs/1405.7452 (2014) - 2013
- [j26]Christoph Langenhan
, Markus Weber, Marcus Liwicki, Frank Petzold
, Andreas Dengel:
Graph-based retrieval of building information models for supporting the early design stages. Adv. Eng. Informatics 27(4): 413-426 (2013) - [j25]Andreas Dengel:
Special Issue on Artificial Intelligence in Agriculture. Künstliche Intell. 27(4): 309-311 (2013) - [j24]Andreas Dengel:
The Role of Linked Data in Agriculture - Interview with Johannes Keizer, Information Systems Officer at the Food and Agriculture Organization of the United Nations. Künstliche Intell. 27(4): 363-364 (2013) - [j23]Darko Obradovic, Stephan Baumann, Andreas Dengel:
A social network analysis and mining methodology for the monitoring of specific domains in the blogosphere. Soc. Netw. Anal. Min. 3(2): 221-232 (2013) - [c153]Fernanda S. Pimenta, Darko Obradovic, Andreas Dengel:
A Comparative Study of Social Media Prediction Potential in the 2012 U.S. Republican Presidential Preelections. CGC 2013: 226-232 - [c152]Seyed Ali Bahrainian, Andreas Dengel:
Sentiment Analysis and Summarization of Twitter Data. CSE 2013: 227-234 - [c151]Jörn Hees, Mohamed Khamis, Ralf Biedert, Slim Abdennadher, Andreas Dengel:
Collecting Links between Entities Ranked by Human Association Strengths. ESWC 2013: 517-531 - [c150]Max Feltes, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki:
Improved Contour-Based Corner Detection for Architectural Floor Plans. GREC 2013: 191-203 - [c149]Seyed Ali Bahrainian, Andreas Dengel:
Sentiment Analysis Using Sentiment Features. Web Intelligence/IAT Workshops 2013: 26-29 - [c148]Kristin Stamm, Andreas Dengel:
Enhancing Attentive Task Search with Information Gain Trees and Failure Detection Strategies. ICAART (2) 2013: 81-90 - [c147]Kristin Stamm, Andreas Dengel:
Mapping Multichannel Documents to Attentive Tasks: Ensuring Information Gain and Detecting Failure. ICAART (Revised Selected Papers) 2013: 211-227