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ORCIDMachine Learning and Knowledge Extraction, Volume 2
Volume 2, Number 1, March 2020
- Kaixu Yang
, Tapabrata Maiti:
Statistical Aspects of High-Dimensional Sparse Artificial Neural Network Models. 1-19
- Acknowledgement to Reviewers of MAKE in 2019. 20-22
- Syed Aamir Ali Shah, Muhammad Asif Manzoor, Abdul Bais:
Canopy Height Estimation at Landsat Resolution Using Convolutional Neural Networks. 23-36 - Carl Leake, Daniele Mortari:
Deep Theory of Functional Connections: A New Method for Estimating the Solutions of Partial Differential Equations. 37-55
Volume 2, Number 2, June 2020
- Duaa Mohammad Alawad, Avdesh Mishra, Md. Tamjidul Hoque:
AIBH: Accurate Identification of Brain Hemorrhage Using Genetic Algorithm Based Feature Selection and Stacking. 56-77 - Sandra Aigner, Marco Körner:
The Importance of Loss Functions for Increasing the Generalization Abilities of a Deep Learning-Based Next Frame Prediction Model for Traffic Scenes. 78-98 - Laura Alejandra Martínez-Tejada, Yasuhisa Maruyama, Natsue Yoshimura, Yasuharu Koike:
Analysis of Personality and EEG Features in Emotion Recognition Using Machine Learning Techniques to Classify Arousal and Valence Labels. 99-124 - Neda Hajiakhoond Bidoki, Alexander V. Mantzaris, Gita Sukthankar:
Exploiting Weak Ties in Incomplete Network Datasets Using Simplified Graph Convolutional Neural Networks. 125-146
Volume 2, Number 3, September 2020
- Nouf Bindris, Nello Cristianini, Jonathan Lawry:
Claim Consistency Checking Using Soft Logic. 147-171 - Rafid Mostafiz, Mohammad Motiur Rahman, A. K. M. Kamrul Islam, Saeid Belkasim:
Focal Liver Lesion Detection in Ultrasound Image Using Deep Feature Fusions and Super Resolution. 172-191 - Nikolaos Pitropakis, Kamil Kokot, Dimitra Gkatzia, Robert Ludwiniak, Alexios Mylonas, Miltiadis Kandias:
Monitoring Users' Behavior: Anti-Immigration Speech Detection on Twitter. 192-215 - Manish Bhatt, Avdesh Mishra, Md Wasi Ul Kabir, S. E. Blake-Gatto, Rishav Rajendra, Md. Tamjidul Hoque, Irfan Ahmed:
Hierarchy-Based File Fragment Classification. 216-232 - Mario Manzo:
Attributed Relational SIFT-Based Regions Graph: Concepts and Applications. 233-255 - Shakti Goel, Rahul Bajpai:
Impact of Uncertainty in the Input Variables and Model Parameters on Predictions of a Long Short Term Memory (LSTM) Based Sales Forecasting Model. 256-270 - Michael Joseph, Khaled Elleithy:
Digit Recognition Based on Specialization, Decomposition and Holistic Processing. 271-282 - Katherine H. Breen, Scott C. James, Joseph D. White, Peter M. Allen, Jeffery G. Arnold:
A Hybrid Artificial Neural Network to Estimate Soil Moisture Using SWAT+ and SMAP Data. 283-306 - Radamanthys Stivaktakis, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Semantic Predictive Coding with Arbitrated Generative Adversarial Networks. 307-326 - Christian Limberg, Heiko Wersing, Helge J. Ritter:
Beyond Cross-Validation - Accuracy Estimation for Incremental and Active Learning Models. 327-346 - Natalia Stewart Rosenfield, Erik Linstead:
Exploring the Eating Disorder Examination Questionnaire, Clinical Impairment Assessment, and Autism Quotient to Identify Eating Disorder Vulnerability: A Cluster Analysis. 347-360 - Ryad Zemouri:
Semi-Supervised Adversarial Variational Autoencoder. 361-378
Volume 2, Number 4, December 2020
- Saeed Ghanbartehrani, Anahita Sanandaji, Zahra Mokhtari, Kimia Tajik:
A Novel Ramp Metering Approach Based on Machine Learning and Historical Data. 379-396 - Pim Arendsen, Diego Marcos, Devis Tuia:
Concept Discovery for The Interpretation of Landscape Scenicness. 397-413 - Jhih-Yu Lin, Shu-Mei Wen, Masaharu Hirota, Tetsuya Araki, Hiroshi Ishikawa:
Less-Known Tourist Attraction Discovery Based on Geo-Tagged Photographs. 414-435 - Yoshinobu Tamura, Shigeru Yamada:
Large Scale Fault Data Analysis and OSS Reliability Assessment Based on Quantification Method of the First Type. 436-452 - Natraj Raman, Grace Bang, Armineh Nourbakhsh:
Mapping ESG Trends by Distant Supervision of Neural Language Models. 453-468 - Elif Ecem Bas, Mohamed A. Moustafa:
Real-Time Hybrid Simulation with Deep Learning Computational Substructures: System Validation Using Linear Specimens. 469-489 - Md. Manjurul Ahsan, Kishor Datta Gupta, Mohammad Maminur Islam, Sajib Sen, Md. Lutfar Rahman, Mohammad Shakhawat Hossain:
COVID-19 Symptoms Detection Based on NasNetMobile with Explainable AI Using Various Imaging Modalities. 490-504 - Catarina Pires, Marília Barandas, Letícia Fernandes, Duarte Folgado, Hugo Gamboa:
Towards Knowledge Uncertainty Estimation for Open Set Recognition. 505-532 - Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen:
Do Randomized Algorithms Improve the Efficiency of Minimal Learning Machine? 533-557 - Théo Combey, António Loison, Maxime Faucher, Hatem Hajri:
Probabilistic Jacobian-Based Saliency Maps Attacks. 558-578 - Ana Pereira, Carsten Thomas:
Challenges of Machine Learning Applied to Safety-Critical Cyber-Physical Systems. 579-602 - Oguzhan Gencoglu:
Large-Scale, Language-Agnostic Discourse Classification of Tweets During COVID-19. 603-616 - Chiara Bardelli, Alessandro Rondinelli, Ruggero Vecchio, Silvia Figini:
Automatic Electronic Invoice Classification Using Machine Learning Models. 617-629 - Nannan Li, Shengfa Wang, Haohao Li, Zhiyang Li:
SAC-NMF-Driven Graphical Feature Analysis and Applications. 630-646 - Joaquim Carreras, Yara Yukie Kikuti, Masashi Miyaoka, Shinichiro Hiraiwa, Sakura Tomita, Haruka Ikoma, Yusuke Kondo, Atsushi Ito, Naoya Nakamura, Rifat A. Hamoudi:
Artificial Intelligence Analysis of the Gene Expression of Follicular Lymphoma Predicted the Overall Survival and Correlated with the Immune Microenvironment Response Signatures. 647-671 - Ece C. Mutlu, Toktam A. Oghaz, Amirarsalan Rajabi, Ivan Garibay:
Review on Learning and Extracting Graph Features for Link Prediction. 672-704
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