Table of Contents

• CACTUS: Cross-Aligned Counterfactual Explanation for Time Series ClassificationPouya Hosseinzadeh, Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi. 1-10 [doi]
• Semi-Supervised Relation Extraction Informed by Area Under the Margin Ranking and Large Language ModelsNikita Gautam, Bipin Paudel, Doina Caragea, Cornelia Caragea. 1-10 [doi]
• Improving the End to End Purchasing Process in Indirect ProcurementRama Reddy, Ravi Ilkal, Snehal Soni. 1-5 [doi]
• Multi-Objective Quantum Power System RedispatchLoong Kuan Lee, Thore Gerlach, Johannes Knaute, Florian Gerhardt, Patrick Völker, Tomislav Maras, Alexander Dotterweich, Nico Piatkowski. 1-12 [doi]
• Data Driven Optimum Cyberattack MitigationErol Gelenbe, Mohammed Nasereddin. 1-9 [doi]
• Small and Fast LLMs on Commodity Hardware: Post-Training Quantization in llama. cppLorenz Sparrenberg, Tobias Deubetaer, Armin Berger, Rafet Sifa. 1-10 [doi]
• Diffusion for Explainable Unsupervised Anomaly DetectionElouan Vincent, Alexandre Dréan, Julien Perez, Marc Plantevit, Céline Robardet. 1-10 [doi]
• 3D Point Cloud Classification Using Graph Convolutional Network with Multi-Scale PoolingAlicja Polowczyk, Agnieszka Polowczyk, Antoni Jaszcz, Marcin Wozniak, Dawid Polap. 1-8 [doi]
• Probabilistic Forecasting Cryptocurrencies Volatility: From Point to Quantile ForecastsGrzegorz Dudek, Witold Orzeszko, Piotr Fiszeder. 1-10 [doi]
• Multi Algorithm Selection and Hyperparameter Optimization for Automated ClusteringGeorg Stefan Schlake, Max Pernklau, Christian Beecks. 1-9 [doi]
• EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine LearningHari Sree Lalitha Vardhini Vanaparthi, Natasha Interlichia, Xudong Liu 0003, Mona Nasseri, Scott A. Helgeson. 1-10 [doi]
• First Investigation of Deep Learning for Intraoperative Gauze Segmentation in Minimally Invasive Abdominal SurgeryPriya Tomar, Maximilian Broß, Philipp Feodorovici, Jan Arensmeyer, Philipp Leifels, Aditya Parikh, Hanno Matthaei, Christian Bauckhage, Helen Schneider, Rafet Sifa. 1-11 [doi]
• Reasoning LLMs in the Medical Domain: A Literature SurveyArmin Berger, Sarthak Khanna, Lorenz Sparrenberg, Tobias Deußer, David Berghaus, Rafet Sifa. 1-10 [doi]
• Beyond the Pipeline: Analyzing Key Factors in End-to-End Deep Learning for Historical Writer IdentificationHanif Rasyidi, Moshiur Farazi. 1-10 [doi]
• Evaluating Interpretability Using Logical Relations: Do Saliency Maps Encode Relevant Information?Leonid Schwenke, Martin Atzmueller. 1-12 [doi]
• Predicting Player Churn with LLMs: A Comprehensive Evaluation of World Knowledge and ReasoningTobias Schneider, Lorenz Sparrenberg, Rafet Sifa. 1-10 [doi]
• Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal AttentionSarthak Khanna, Armin Berger, David Berghaus, Tobias Deußer, Lorenz Sparrenberg, Rafet Sifa. 1-6 [doi]
• PSM: Proactive Spill Mitigation in PySparkAmin Karami. 1-10 [doi]
• Student-Perceived Cognitive Load of LLM-Generated Programming ExercisesMuhammad Fawad Akbar Khan, Ludia Eka Feri, Ha Nguyen, Hamid Karimi. 1-12 [doi]
• Diverse and Plausible Counterfactual Explanations for Time Series via Latent Space OptimizationPeiyu Li, Omar Bahri, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi. 1-10 [doi]
• Nonnegative Matrix Factorization and the Principle of the Common CauseEdvard A. Khalafyan, Armen E. Allahverdyan, Arshak Hovhannisyan. 1-10 [doi]
• Comparative Analysis of Neural Network Architectures for Telemetry-Driven Malware Behavior ClassificationMichael Schladt, John Gallagher. 1-10 [doi]
• Offshore Asset Inspection Redefined: Expert- Validated Deep Learning for Critical DefectsUrmila Gurung, M. S. Mekala, Carlos Francisco Moreno-García, Nikolaus Zolnhofer, Barry Marshall, Eyad Elyan. 1-10 [doi]
• Reproducibility and Case Sensitivity of LLMs for Anonymizing Depressed TweetsSameen Mansha, Hamza Mahmood, Anne Håkansson, Faisal Kamiran, Vladimir Vlassov. 1-10 [doi]
• Drone Swarm Sensitivity Estimation Using Bayesian Theory for Search and Rescue OperationsLuciano Netto de Lima, Ali Ghaderi, Fabio A. A. Andrade, Carlos Pfeiffer, Youcef Djenouri, Marcos Moura. 1-10 [doi]
• Mind the Gap: Validating System Requirements for Competence-Based Decision Support in Data Science ProjectsMaike Holtkemper, Christian Beecks. 1-5 [doi]
• The Value of Diversity for Dealing with Concept Drift in Class-Imbalanced Data StreamsChun Wai Chiu, Leandro L. Minku. 1-10 [doi]
• Spatially Adaptive PM2.5 Estimation in Low-Sensor Regions Using Variational Gaussian ProcessesShrey Gupta, Avani Wildani, Yang Liu 0037. 1-5 [doi]
• A Comparative Study of Non-Linear Modelling Capabilities of T-S Fuzzy Models and Back-Propagation Neural NetworksLinxiang Li, Kainan Liu, Xiaojun Ban, Shengkun Xie. 1-10 [doi]
• Optimal Utility Bounds for Differentially Private Gradient Descent in Three-Layer Neural NetworksPuyu Wang, Yunwen Lei, Marius Kloft, Yiming Ying. 1-8 [doi]
• Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health MonitoringAntoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak. 1-7 [doi]
• Hyperon: An Online Hyperparameter Tuning Approach for Data Stream LearningSadia Tabassum, Leandro L. Minku. 1-10 [doi]
• SpInN: A Time Series Foundation Model for Spectral Indices Recommendation for Earth Observation Applications Using Satellite DataArshveer Kaur, Poonam Goyal, Vansh Bansal, Deep Pandya, Navneet Goyal. 1-10 [doi]
• Scalable Deep Subspace Clustering NetworkNairouz Mrabah, Mohamed Bouguessa, Sihem Sami. 1-10 [doi]
• An Event Study Framework for Analyzing Bidirectional Causality Between House Prices and Premium Café EntrySachin Date. 1-10 [doi]
• Data Subcard: Evaluating Privacy, Fairness, Quality, and Protection in Tabular Data, as Part of the System Cards FrameworkTadesse K. Bahiru, Carlos Ordonez 0001, Ioannis A. Kakadiaris. 1-6 [doi]
• RST-NDAS:RST Nuclei for Discourse-Aware Abstractive SummarizationMohammadreza Sediqin, Shlomo Engelson Argamon. 1-5 [doi]
• A New Framework for Causal Inference Without Missing Data Analysis: Bayes Optimal Treatment Effect EstimationKohei Horinouchi, Shimpei Onishi, Toshiyasu Matsushima. 1-5 [doi]
• Unveiling Fairness and Performance of Causal DiscoverySónia Teixeira, Ana Rita Nogueira, João Gama 0001. 1-10 [doi]
• Auto-CEn: AutoML for Classifier Ensembles - Diversity-Based Classifier Selection and Decision Fusion OptimizationJulius Voggesberger, Peter Reimann 0002, Dennis Treder-Tschechlov, Bernhard Mitschang. 1-10 [doi]
• Operational Evaluation of Algorithms for Online Streaming Continual Multi-Label ClassificationHugo Peuzet, Pascale Kuntz, Frank Meyer, Vincent Lemaire 0001, Killian Le Mau. 1-10 [doi]
• Evaluating Anomaly Detection Algorithms: The Role of Hyperparameters and Standardized BenchmarksSimon Klüttermann, Shubham Gupta, Emmanuel Müller. 1-8 [doi]
• Abstention is all you needErik Schönwälder, Christian Falkenberg, Claudio Hartmann, Wolfgang Lehner. 1-10 [doi]
• Leveraging Causal Discovery to Tackle Complexity in Model-Based Anomaly Detection: Case-Study from Blast Furnace OperationMatej Vukovic, Belgin Mutlu, Thomas Kristan, Petra Krahwinkler, Christian Tauber, Stefan Thalmann. 1-10 [doi]
• Reasoning with Knowledge Graphs for Trustworthy Course RecommendationMd. Akib Zabed Khan, Dongsheng Luo, Agoritsa Polyzou. 1-10 [doi]
• Rethinking RobustBench: Is High Synthetic-Test Data Similarity an Implicit Information Advantage Inflating Robustness Scores?Chao Pan 0005, Ke Tang 0001, Qing Li 0001, Xin Yao 0001. 1-10 [doi]
• Explainability of Molecular Graph Neural NetworkAtaollah Kamal, Matej Hladis, Jérémie Topin, Marc Plantevit, Sébastien Fiorucci, Céline Robardet. 1-10 [doi]
• Enhancing Touchless Sales Inventory and Operation Planning (SIOP) Using Machine Learning for Root Cause Analysis and Risk MitigationSayantani Ghosh, Sai Kumar, Niket Kumar. 1-4 [doi]
• From Engineering Diagrams to Graphs: Digitizing P&IDs with TransformersJan Marius Stürmer, Marius Graumann, Tobias Koch 0004. 1-11 [doi]
• Towards an Explainable-AI Enhanced Predictive Analytics System for Collaborative Learning in Smart Educational EnvironmentsRawia Bdiwi. 1-5 [doi]
• ADT++: Advanced Adversarial Distributional Training with Class-Wise RobustnessSamer Y. Khamaiseh, Deirdre Jost, Anas Alsobeh, Abdullah S. Al-Alaj, Honglu Jiang. 1-10 [doi]
• Automatic Feature Engineering for Time Series Extrinsic Regression: A Comparative Study of Signal Processing LibrariesAurélien Renault, Dominique Gay, Noureddine Yassine Nair Benrekia, Vincent Lemaire 0001, Alexis Bondu. 1-9 [doi]
• Evaluating Defensive Influence in Multi-Agent Systems Using Graph Attention NetworksGregory Everett, Ryan J. Beal, Tim Matthews, Timothy J. Norman, Sarvapali D. Ramchurn. 1-10 [doi]
• Metapath-Free Heterogeneous Network Embedding via Heterogeneous Adjacency Matrix Reconstruction Based Mask Graph Autoencoders and Semantic Relation AggregationHao-Cheng Ni, Shiou-Chi Li, Jen-Wei Huang. 1-10 [doi]
• DyCAF-Net: Dynamic Class-Aware Fusion NetworkMd Abrar Jahin, Shahriar Soudeep, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen. 1-10 [doi]
• HyperKD: Distilling Cross-Spectral Knowledge in Masked Autoencoders via Inverse Domain Shift with Spatial-Aware Masking and Specialized LossAbdul Matin, Tanjim Bin Faruk, Shrideep Pallickara, Sangmi Lee Pallickara. 1-11 [doi]
• A Global Dataset-Specific Any-Order Minimal Expectation Baseline for Saliency ScoresLeonid Schwenke, Martin Atzmueller. 1-10 [doi]
• Every Tweet Counts? Sentiment Analysis of Public Response Toward Indonesia's Free Nutritious Meal ProgramRevalda Putawara, Zakiatul Wildani, Nur Mazhariya Ulmi, Ayu Mutia, Merysa, Rezky Aulia Yusuf. 1-9 [doi]
• Enhancing Medical Diagnosis with Instance Hardness-Guided Multi-Level Cross-Validation for Imbalanced LearningMabrouka Salmi, Dalia Atif, Sebastián Ventura. 1-11 [doi]
• Fast Training on Dynamic Heterogeneous Information Network for Fake News DetectionJinho Go, Aldhytha Karina Sari, Jiaojiao Jiang, Shuiqiao Yang, Sanjay Kumar Jha. 1-10 [doi]
• A Survey on Current Trends and Recent Advances in Text AnonymizationTobias Deußer, Lorenz Sparrenberg, Armin Berger, Max Hahnbück, Christian Bauckhage, Rafet Sifa. 1-9 [doi]
• Anomaly Detection Under Contaminated Data: A Weighted Iterative Refinement Framework for Health MonitoringStefano Donné, Jesse Davis, Filip Van Utterbeeck, Mathias Verbeke. 1-11 [doi]
• Cybersecurity Recommendations for Planning and Securing Port 4.0 and Maritime Industry Against CyberattacksNitesh Bharot, Priyanka Verma 0001, Rutvij H. Jhaveri, John G. Breslin. 1-10 [doi]
• ModelForge: A Metric Approach to Machine Learning Model ConsolidationFlorian Siepe, Thomas Peter Prinz, Thorsten Papenbrock. 1-12 [doi]
• Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized TasksAntoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak. 1-8 [doi]
• Towards LLM-Guided Healthcare Dataset HarmonizationChristos Smailis, Carlos Ordonez 0001, Ioannis A. Kakadiaris. 1-4 [doi]
• Generalization in Audio Deepfake Detection: Evaluating ASR Encoder-Based Feature ExtractionKarla Schäfer, Martin Steinebach. 1-5 [doi]
• Detection (Reconstruction) of Long-Lived Particle Tracks in LHCb Experiment, CERNPiotr Kulczycki, Grzegorz Golaszewski, Tomasz Szumlak, Szymon Lukasik. 1-10 [doi]
• CA-HIL: A Competency-Aware Framework for Bridging Automation and Human Expertise in Data Science ProjectsMaike Holtkemper, Christian Beecks. 1-9 [doi]
• Expert Detection on Crowdsourcing Forums via Sheaf LaplacianMehmet Emin Aktas, Iraj Moradi, Ibrahim Cosar, Yateeka Goyal, Asya Alyaz, Esra Akbas, Mehmet Ahsen. 1-10 [doi]
• REFINE: Enabling Efficient and Trustworthy Modeling of Financial Networks via GNN-to-MLP Knowledge DistillationVipul Kumar Singh, Jyotismita Barman, Sandeep Kumar 0005, Jayadeva. 1-5 [doi]
• Numerically Efficient Parametric Inference for Learning Space-Time Hawkes ProcessesEmilia Siviero, Guillaume Staerman, Stéphan Clémençon, Thomas Moreau 0001. 1-10 [doi]
• HyperNeRFGAN: Camera-Free 3D Scene Generation via Hypernetwork-Driven Neural Radiance FieldsAdam Kania, Artur Kasymov, Jakub Kosciukiewicz, Artur Górak, Marcin Mazur, Maciej Zieba, Przemyslaw Spurek. 1-9 [doi]