Table of Contents

• Synthetic Network Traffic Data Generation and Classification of Advanced Persistent Threat Samples: A Case Study with GANs and XGBoostT. J. Anande, Mark S. Leeson. 1-18 [doi]
• Improving Primate Sounds Classification Using Binary Presorting for Deep LearningMichael Kölle 0001, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien. 19-34 [doi]
• Towards Exploring Adversarial Learning for Anomaly Detection in Complex Driving ScenesNour Habib, Yunsu Cho, Abhishek Buragohain, Andreas Rausch. 35-55 [doi]
• Dynamic Prediction of Survival Status in Patients Undergoing Cardiac Catheterization Using a Joint Modeling ApproachDerun Xia, Yi-An Ko, Shivang Desai, Arshed A. Quyyumi. 56-70 [doi]
• A Machine Learning Framework for Shuttlecock Tracking and Player Service Fault DetectionAkshay Menon, Abubakr Siddig, Cristina Hava Muntean, Pramod Pathak, Musfira Jilani, Paul Stynes. 71-83 [doi]
• An Automated Dual-Module Pipeline for Stock Prediction: Integrating N-Perception Period Power Strategy and NLP-Driven Sentiment Analysis for Enhanced Forecasting Accuracy and Investor InsightSiddhant Singh, Archit Thanikella. 84-100 [doi]
• Machine Learning Applied to Speech Recordings for Parkinson's Disease RecognitionLerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone. 101-114 [doi]
• Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from ScratchRahul Kumar, Md. Kamruzzaman Sarker, Sheikh Rabiul Islam. 115-125 [doi]
• A Study of Neural Collapse for Text ClassificationJia Hui Feng, Edmund M.-K. Lai, Weihua Li 0007. 126-142 [doi]
• Research Data Reusability with Content-Based Recommender SystemMohammad Amin Yazdi, Marius Politze, Benedikt Heinrichs. 143-156 [doi]
• MSDeepNet: A Novel Multi-stream Deep Neural Network for Real-World Anomaly Detection in Surveillance VideosPrabhu Prasad Dev, Pranesh Das, Raju Hazari. 157-172 [doi]
• A Novel Probabilistic Approach for Detecting Concept Drift in Streaming DataSirvan Parasteh, Samira Sadaoui. 173-188 [doi]
• Explaining Relation Classification Models with Semantic ExtentsLars Klöser, André Büsgen, Philipp Kohl, Bodo Kraft, Albert Zündorf. 189-208 [doi]
• Phoneme-Based Multi-task Assessment of Affective Vocal BurstsTobias Hallmen, Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Elisabeth André. 209-222 [doi]
• Using Artificial Intelligence to Reduce the Risk of Transfusion Hemolytic ReactionsMaya Trutschl, Urska Cvek, Marjan Trutschl. 223-234 [doi]
• ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLPPhilipp Kohl, Nils Freyer, Yoka Krämer, Henri Werth, Steffen Wolf, Bodo Kraft, Matthias Meinecke, Albert Zündorf. 235-253 [doi]
• Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian LanguageKonstantin Bogdanoski, Kostadin Mishev, Monika Simjanoska, Dimitar Trajanov. 254-268 [doi]
• Facilitating Enterprise Model Classification via Embedding Symbolic Knowledge into Neural Network ModelsAlexander V. Smirnov 0001, Nikolay Shilov 0001, Andrew Ponomarev. 269-279 [doi]
• Explainable Abnormal Time Series Subsequence Detection Using Random Convolutional KernelsAbdallah Amine Melakhsou, Mireille Batton-Hubert. 280-294 [doi]
• TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic SimilarityDaniele Margiotta, Danilo Croce, Roberto Basili 0001. 295-307 [doi]
• Towards Equitable AI in HR: Designing a Fair, Reliable, and Transparent Human Resource Management ApplicationMichael Danner, Bakir Hadzic, Thomas Weber, Xinjuan Zhu, Matthias Rätsch. 308-325 [doi]
• An Explainable Approach for Early Parkinson Disease Detection Using Deep LearningLerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone. 326-339 [doi]
• UMLDesigner: An Automatic UML Diagram Design ToolVinasétan Ratheil Houndji, Genereux Akotenou. 340-350 [doi]
• Graph Neural Networks for Circuit Diagram Pattern GenerationJaikrishna Manojkumar Patil, Johannes Bayer, Andreas Dengel 0001. 351-369 [doi]
• Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI DatasetsAntonio Galli, Michela Gravina, Stefano Marrone 0002, Carlo Sansone. 370-384 [doi]
• A Survey on Reinforcement Learning and Deep Reinforcement Learning for Recommender SystemsMehrdad Rezaei, Nasseh Tabrizi. 385-402 [doi]
• GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single ImagesMichael Danner, Patrik Huber 0001, Muhammad Awais 0001, Matthias Rätsch, Josef Kittler. 403-418 [doi]
• GAN-Based LiDAR Intensity SimulationRichard Marcus, Felix Gabel, Niklas Knoop, Marc Stamminger. 419-433 [doi]
• Evaluating Prototypes and Criticisms for Explaining Clustered Contributions in Digital Public Participation ProcessesLars Schütz, Korinna Bade, Andreas Nürnberger. 434-455 [doi]
• FRLL-Beautified: A Dataset of Fun Selfie Filters with Facial AttributesShubham Tiwari, Yash Sethia, Ashwani Tanwar, Ritesh Kumar, Rudresh Dwivedi. 456-465 [doi]
• CSR & Sentiment Analysis: A New Customized DictionaryEmma Zavarrone, Alessia Forciniti. 466-479 [doi]