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Publication search results
found 61 matches
- 2024
- Michael Kölle, Afrae Ahouzi, Pascal Debus, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien:
Towards Efficient Quantum Anomaly Detection: One-Class SVMs Using Variable Subsampling and Randomized Measurements. ICAART (2) 2024: 324-335 - Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien:
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. ICAART (2) 2024: 99-109 - Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien:
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. ICAART (2) 2024: 177-185 - Keisuke Fujii, Kazushi Tsutsui, Atom Scott, Hiroshi Nakahara, Naoya Takeishi, Yoshinobu Kawahara:
Adaptive Action Supervision in Reinforcement Learning from Real-World Multi-Agent Demonstrations. ICAART (2) 2024: 27-39 - Johannes Schneider:
Efficient and Flexible Topic Modeling Using Pretrained Embeddings and Bag of Sentences. ICAART (2) 2024: 407-418 - Johannes Schneider, Michalis Vlachos:
A Survey of Deep Learning: From Activations to Transformers. ICAART (2) 2024: 419-430 - Aarti, Jagat Sesh Challa, Hrishikesh Harsh, Utkarsh Darolia, Mansi Agarwal, Raghav Chaudhary, Navneet Goyal, Poonam Goyal:
A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams. ICAART (2) 2024: 276-287 - Amen Ben Hadj Ali, Samir Ben Ahmed:
A Unified Conceptual Framework Integrating UML and RL for Efficient Reconfiguration Design. ICAART (2) 2024: 604-613 - Sakher Khalil Alqaaidi, Elika Bozorgi, Krzysztof J. Kochut:
Multiple Relations Classification Using Imbalanced Predictions Adaptation. ICAART (2) 2024: 511-519 - Caren Al Anaissy, Sandeep Suntwal, Mihai Surdeanu, Srdjan Vesic:
On Learning Bipolar Gradual Argumentation Semantics with Neural Networks. ICAART (2) 2024: 493-499 - Ali Ballout, Célia da Costa Pereira, Andrea G. B. Tettamanzi:
Scalable Prediction of Atomic Candidate OWL Class Axioms Using a Vector-Space Dimension Reduced Approach. ICAART (2) 2024: 347-357 - Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi:
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data. ICAART (2) 2024: 561-572 - Valentijn Braun, Debarati Bhaumik, Diptish Dey:
Metrics for Popularity Bias in Dynamic Recommender Systems. ICAART (2) 2024: 121-134 - Xuan-Nam Cao, Quoc-Huy Trinh, Quoc-Anh Do-Nguyen, Van-Son Ho, Hoai-Thuong Dang, Minh-Triet Tran:
EAPC: Emotion and Audio Prior Control Framework for the Emotional and Temporal Talking Face Generation. ICAART (2) 2024: 520-530 - Chandramani Chaudhary, Nirmal Kumar Boran, N. Sangeeth, Virendra Singh:
GNNDLD: Graph Neural Network with Directional Label Distribution. ICAART (2) 2024: 165-176 - Po-Min Chuang, Kiyoaki Shirai, Natthawut Kertkeidkachorn:
Identification of Opinion and Ground in Customer Review Using Heterogeneous Datasets. ICAART (2) 2024: 68-78 - Edicson Santiago Bonilla Diaz, Enrique Naredo, Nicolas Francisco Mateo Díaz, Douglas Mota Dias, Maria Alejandra Bonilla Diaz, Susan Harnett, Conor Ryan:
Neural Architecture Search for Bearing Fault Classification. ICAART (2) 2024: 288-300 - Fernando Fradique Duarte, Nuno Lau, Artur Pereira, Luís Paulo Reis:
Dynamically Choosing the Number of Heads in Multi-Head Attention. ICAART (2) 2024: 358-367 - Tai-Che Feng, Sheng-De Wang:
VP-DARTS: Validated Pruning Differentiable Architecture Search. ICAART (2) 2024: 47-57 - Adrian Gheorghiu, Iulian-Marius Taiatu, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop:
Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification. ICAART (2) 2024: 549-560 - Emna Guermazi, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
LIDL4Oliv: A Lightweight Incremental Deep Learning Model for Classifying Olive Diseases in Images. ICAART (2) 2024: 583-594 - Luke Hunsberger, Roberto Posenato:
Foundations of Dispatchability for Simple Temporal Networks with Uncertainty. ICAART (2) 2024: 253-263 - Christophe Hurter, Augustin Degas, Arnaud Guibert, Maelan Poyer, Nicolas Durand, Alexandre Veyrie, Ana Ferreira, Nicola Cavagnetto, Stefano Bonelli, Mobyen Uddin Ahmed, Waleed Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò:
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. ICAART (2) 2024: 622-634 - Christodoulos Ioannou, Loizos Michael:
A Coachable Parser of Natural Language Advice. ICAART (2) 2024: 500-510 - Piotr Januszewski, Dominik Grzegorzek, Pawel Czarnul:
Dataset Characteristics and Their Impact on Offline Policy Learning of Contextual Multi-Armed Bandits. ICAART (2) 2024: 87-98 - Arti Jha, Pratyut Sharma, Ritik Upmanyu, Yashvardhan Sharma, Kamlesh Tiwari:
Machine Learning-Based Optimization of E-Commerce Advertising Campaigns. ICAART (2) 2024: 531-541 - Ameni Kallel, Molka Rekik, Mahdi Khemakhem:
DRL4HFC: Deep Reinforcement Learning for Container-Based Scheduling in Hybrid Fog/Cloud System. ICAART (2) 2024: 231-242 - Sara Kebir, Karim Tabia:
On Handling Concept Drift, Calibration and Explainability in Non-Stationary Environments and Resources Limited Contexts. ICAART (2) 2024: 336-346 - Abdelouadoud Kerarmi, Assia Kamal Idrissi, Amal El Fallah Seghrouchni:
Optimization of Fuzzy Rule Induction Based on Decision Tree and Truth Table: A Case Study of Multi-Class Fault Diagnosis. ICAART (2) 2024: 312-323 - Maurice Langner, Ralf Klabunde:
Spread and (Mis)use of Evaluative Expressions in Human Written and LLM-Based Generated Text. ICAART (2) 2024: 646-654
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