Table of Contents

• ChronoSHAP Framework: Time-Aware SHAP for Time Series with ARIMA-Based SurrogatesYosr Baccari, Nesrine Khabou, Ismael Bouassida Rodriguez. 2935-2940 [doi]
• Unveiling Concise Counterfactual Explanations and Feature Relevance in Machine Learning through Decision TreesJurandir Silva, Eduardo Aguilar, Rogerio Salvini 0001. 2941-2948 [doi]
• On the Non-Stationarity of Rewards in MCTSPeter Guba. 2949-2956 [doi]
• Data-Driven Decision Support System for Managing Discrepancies in Textile Ordering OperationsMiguel Martins, Daniela Quintas, Ivan Gomes, Cláudia Mendes Araújo, Rui Fonseca. 2957-2964 [doi]
• Improved Convolutional Neural Network for Imbalanced Multi-Class Mammogram Images Classification Based on BI-RADSHana Mechria, Lamjed Ben Said. 2965-2972 [doi]
• Intelligent Mutation Enhanced PSO for Efficient and Resilient Microservice SchedulingMaroua Douiri, Imen Ben Mansour, Moncef Tagina. 2973-2980 [doi]
• Financial Time Series Augmentation Using Transformer Based GAN ArchitectureAndrzej Podobinski, Jaroslaw A. Chudziak. 2981-2988 [doi]
• AGMO: Attention-Guided Metaheuristic Optimization for High-Dimensional Hyperparameter Tuning in Tiny-MLP Based Intrusion DetectionNasreddine Hamdi, Akram Belazi, Safya Belghith, Héctor Migallón. 2989-2996 [doi]
• Filtering Goals of Necessity-Optimal Agents in Qualitative Possibilistic Recognition via PlanningBrandon Rozek, Selmer Bringsjord. 2997-3008 [doi]
• CAPRE: Counterfactual-Augmented Path-Based Reasoning for Extrapolative Link Prediction on Temporal Knowledge GraphsDang Huynh, Minh Khau, Thanh Le 0001, Bac Le. 3009-3017 [doi]
• Adapter-Based Multi-Document Summarisation: Opinion Summarisation Use CaseKushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya. 3018-3027 [doi]
• Not All Countermodels Are EqualDaniel Crowley, Daniel Le Berre, Yakoub Salhi. 3028-3035 [doi]
• AMSAS: A BERT-ViT Fusion Framework for Real-Time Multimodal Sentiment AnalysisMolka Kharoubi, Ibtissem Khedher, Neila Rjaibi. 3036-3043 [doi]
• Source Speech Reconstruction for Many-to-Many and One-to-One Voice ConversionZbynek Licka, Anton Firc, Kamil Malinka. 3044-3054 [doi]
• RAG-Enhanced Prompt Compression with Need-Oriented Knowledge for Dialog Based Embodied NavigationHiroaki Shimoma, Sudesna Chakraborty, Takeshi Morita 0001, Aoi Ohta, Masaki Asada, Shusaku Egami, Takanori Ugai, Masahiro Hamasaki. 3055-3062 [doi]
• Comparison of Dimensionality Reduction Methods for MCI Classification Using Machine Learning and Static Functional Connectivity Based on Resting-State Functional Magnetic Resonance ImagingRyosuke Minami, Ryo Hatano, Hiroyuki Nishiyama. 3063-3070 [doi]
• Tool-Augmented Disambiguation LLM Agent Utilizing UMLS for Biomedical Entity LinkingLuka Blaskovic, Nikola Tankovic, Ivo Ipsic. 3071-3078 [doi]
• Benchmarking and Transfer Learning for Hyperparameter Optimization of Graph Neural NetworksMarek Dedic, Michal Belohlávek. 3079-3086 [doi]
• Evaluating the Sample Efficiency of Solomonoff-Inspired Predictive ModelsCleyton Slaviero, Edward Hermann Haeusler, Luiz Carlos Castro Guedes. 3087-3092 [doi]
• Modeling Fantasy Premier League Player Performance with a Two-Component Poisson Mixture TransformerWeronika Wiechno, Piotr Duch, Bartosz Bartosik. 3093-3100 [doi]
• Empirical Analysis of Adversarial Robustness and Explainability Drift in Cybersecurity ClassifiersMona Rajhans, Vishal Khawarey. 3101-3108 [doi]
• Multi-Modal Forecasting: An Advanced Framework for Emerging Technology Prediction in Blockchain PatentsEmna Rassâa, Asma Amdouni. 3109-3116 [doi]
• Hallucinate or Memorize? The Two Sides of Probabilistic Learning in Large Language ModelsJunichiro Niimi. 3117-3126 [doi]
• Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative StudyGerhard Stenzel, Michael Kölle 0001, Tobias Rohe, Leo Sünkel, Julian Hager, Claudia Linnhoff-Popien. 3127-3133 [doi]
• AIgmented HUMANity: A Pragmatic Framework for AI-Guided Human EnhancementKacper Bos, Nikolas Jerzy Feduniewicz, Anna Bryniarska. 3134-3141 [doi]
• Empowering Financial Controlling with Artificial Intelligence: An Empirical EvaluationKorbinian Markl, Michael Diener, Michaela Polz, Felix Rößle. 3142-3149 [doi]
• Towards Trustworthy LLM Decision Support through MCDA IntegrationAndrii Shekhovtsov, Amirkia Rafiei Oskooei, Wojciech Salabun. 3150-3157 [doi]
• Sample Complexity of Identifying the Nonredundancy of Nontransitive Games in Dueling BanditsShang Lu, Shuji Kijima. 3158-3165 [doi]
• A-RailYOLOM: Unified Framework for Railway Scenes UnderstandinDorsaf Sebai, Manel Zouaoui. 3166-3173 [doi]
• Towards AI-Enabled Training Needs Analysis Using Dual AI-Agent CollaborationNikilkumar Patel, Peter J. Barclay, Janice McMillan, David McGuire. 3174-3181 [doi]
• Dynamic K-Prototypes for Mixed Data Stream ClusteringSiwar Gorrab, Fahmi Ben Rejab, Kaouther Nouira. 3182-3189 [doi]
• Toward Explainable Diagnosis: A Neurosymbolic ApproachCiro Listone, Vadim Malvone, Aniello Murano. 3190-3197 [doi]
• A Novel Hybrid Deep Learning Model for Context-Aware Subjectivity Classification of Textual DataRim Chiha, Radhia Toujani, Hela Ltifi. 3198-3204 [doi]
• Detection of Dangerous Driving Event Using Qualitative Spatial Reasoning from the VideoKazuko Takahashi 0001, Yurika Yamaguchi. 3205-3212 [doi]
• Optimizing Road Flow with Genetic Algorithms and Deep LearningAlex Lewis, Rina Azoulay, Esther David. 3213-3223 [doi]
• Retrieval-Augmented Generation for Alzheimer's Disease Detection: A Multi-Dataset Validation StudySabrine Brahmi, Marwa Afnouch, Wided Ben Daoud, Faouzi Zarai. 3224-3231 [doi]
• Adaptive Structured Pruning of Convolutional Neural Networks for Time Series ClassificationJavidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier. 3232-3243 [doi]
• A Survey and Case Study on Radar Perception for Object DetectionRajarshi Biswas, Kshitij Kumar, Mohamed Salman, Laura Bies. 3244-3251 [doi]
• Domain-Adaptive Named Entity Recognition for Specialized Arabic Texts: Medical, Legal, and Financial Entity Extraction with Minimal SupervisionHassen Mahdhaoui, Abdelkarim Mars, Mazin S. Mohammed, Alaa Abid Muslam Abid Ali, Salah Zrigui, Mounir Zrigui. 3252-3259 [doi]
• Explainable Quantum Convolutional Neural Network for Attack Detection in Healthcare IoMT Systems Using SHAP and Grid5000 ComputingMarwen Amara, Sami Mnasri, Marwa Amara, Thierry Val. 3260-3266 [doi]
• SAC: A Framework for Measuring and Inducing Personality Traits in LLMs with Dynamic Intensity ControlAdithya Chittem, Aishna Shrivastava, Sai Tarun Pendela, Jagat Sesh Challa, Dhruv Kumar 0001. 3267-3278 [doi]
• Multi-Objective Text Detoxification with Policy Gradient Optimization and Curriculum LearningAmira Dhokar, Olfa Mabrouk, Lobna Hlaoua. 3279-3286
• Energy-Efficient IoT Routing Procedure Using Reinforcement LearningAwatef Ben Fradj Guiloufi, Nouha Alyaoui, Nawres Bouabid, Hajer Ben Fradj, Karim Chabir. 3287-3293 [doi]
• Belief Revision with Two Kinds of TrustAaron Hunter 0001, Deanna Lepke. 3294-3301 [doi]
• I-SteganoGAN++: Fusion-Encoder and Dual-Attention Decoder for High-Capacity Generative SteganographyMounir Telli, Mohamed Othmani, Hela Ltifi. 3302-3312 [doi]
• Detecting New Attacks under Concept Drift in Intrusion Detection Systems Using Autoencoder Networks and Gaussian Mixture ModelsLincoln de Queiroz Vieira, Ricardo Choren, Ricardo Sant'Ana. 3313-3320 [doi]
• RAG-KGRec++: Enhancing the Robustness and Explainability of Knowledge-Graph-Based Recommender Systems through Semantic Traceback FilteringMohamed Anouer Sdiri, Hamza Gharsellaoui, Sadok Bouamama. 3321-3328 [doi]
• A Retrieval-Augmented Generation Approach for Bilingual Radiological Recommendation SystemAbir Baâzaoui, Lamis Kaddoussi. 3329-3336 [doi]
• When Senses Collide: Reasoning with Contradictory Multimodal InputsMarcus Valtonen Örnhag, Katja Szybek, Tobias Widmark, Anastasia Grebenyuk. 3337-3344 [doi]
• A Hybrid Ontology Alignment Approach Using Syntactic and Linguistic Similarity with Supervised Machine LearningFaten Abbassi, Yousra Bendaly Hlaoui. 3345-3352 [doi]
• Evaluating the Trustworthiness of LEMNA versus LIME and SHAP in Explainable Malware DetectionKefas Rimamnuskeb Galadima, Peter Anthony, Roderik Ploszek, Stefan Balogh, Pavol Zajac, Martin Homola. 3353-3364 [doi]
• A Comparative Study of Feature Identification Methods for Sparse Autoencoders in Board Game RepresentationsJonathan A. Zea, Lorena Isabel Barona López, Marco E. Benalcázar. 3365-3371 [doi]
• Automatic Query-Intent Annotation: A Log-Free Agentic LLM FrameworkZahra Taheri, Ziad Kobti. 3372-3379 [doi]
• Optimized Deep Learning Multimodal Medical Images Registration: Validation on MRI/PETAymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Mohamed Hedi Bedoui. 3380-3389 [doi]
• Real-Time Indoor Obstacle-to-Exit Distance Measurement Using a Monocular CameraAdam Pirkhdrie, Hamed Talebi, Azad Shokrollahi, Erdal Akin, Arezoo Sarkheyli-Hägele. 3390-3397 [doi]
• Adaptive Penalty-Guided VND with CP-SAT for Curriculum-Based Course TimetablingTam Minh Nguyen. 3398-3405 [doi]
• An Attention-Residual 3D Framework for Robust Hippocampal Segmentation with K-Fold Cross-ValidationNesrine Jazzar, Raghda Jouirou, Basma Mabrouk, Ali Douik. 3406-3413
• Recent Progress in Compilation-Based Approaches for Multi-Agent Path FindingPavel Surynek. 3414-3421 [doi]
• Fuzzy TransE: A Fuzzy Type Semantic-Based Learning for Translating Embedding ModelsItalo Francesco Zoppis, Sahar Shah, Sara L. Manzoni, Davide Ciucci. 3422-3429 [doi]
• Selecting Network Flow Attributes: A Proposal to Identify Internet Video Streaming Traffic Exploring Fuzzy-Based ClassifiersEduardo Maroñas Monks, Giancarlo Lucca, Gabriel Rosa, Bruno M. P. Moura, Hélida S. Santos, Adenauer C. Yamin, Renata Reiser. 3430-3437 [doi]
• DeepXFusion: A Hybrid Representation Learning and Explainability Framework for Trustworthy Machine LearningWajih Abdallah, Majed Alruwaili. 3438-3445 [doi]
• Failing on Bias Mitigation: A Case Study on the Challenges of Fairness in Government DataHongbo Bo, Jingyu Hu 0002, Debbie Watson, Weiru Liu. 3446-3453 [doi]
• Simulation-Based Optimization of Demand Flexibility and Storage Capacity in Distributed Solar Energy SystemsMarco A. Hudelist, Claudia Maussner, Erich Teppan, Elena Wiegelmann. 3454-3461 [doi]
• Time-Aware Auto-SCS: An Enhanced Deep Learning Based Approach for POI RecommendationChaima Laroussi, Raouia Ayachi. 3462-3470 [doi]
• Enhanced Data-Driven Product Development via Gradient Based Optimization and Conformalized Monte Carlo Dropout Uncertainty EstimationAndrea Thomas Nava, Lijo Johny, Fabio Azzalini, Johannes Schneider, Arianna Casanova. 3471-3478 [doi]
• An Empirical Study of Architectural Trade-Offs in Vision-Based Traffic Sign Interpretation SystemsSu Myat Noe, Ha-Thanh Nguyen, May Myo Zin, Ken Satoh. 3479-3486 [doi]
• Residual U-Net with Spatial Feature Refinement and Channel Sensitivity Enhancement for Accurate Segmentation of Cochineal Insect InfestationAdel Benali, Rahma Fourati, Imen Jdey. 3487-3494 [doi]
• A Novel Depth-First Scheduling for Spatially Dynamic Neural NetworksSteven Colleman, Andrea Nardi-Dei, Marc C. W. Geilen, Sander Stuijk, Toon Goedemé. 3495-3501 [doi]
• AUDITRON: Secure AI-Orchestrated Auditing with Privilege-Gated Data ActionsRaja Hanafi, Amir Smati, Henda Ben Ghézala. 3502-3507 [doi]
• Cluster Purge Loss: Structuring Transformer Embeddings for Equivalent Mutants DetectionAdelaide Danilov, Aria Nourbakhsh, Christoph Schommer. 3508-3517 [doi]
• Explaining Mental Health Predictions through Natural LanguageDan Dodun-Des-Perrieres, Madalina Raschip. 3518-3525 [doi]
• Physics-Constrained Machine Learning Framework for Parametric Optimization of Industrial Cooling SystemsMd. Mohsin Kabir, Shaibal Barua, Mobyen Uddin Ahmed, Behrouz Nourozi, Shahina Begum, Rebei Bel Fdhila. 3526-3537 [doi]
• A Trust-Based Model for Document Credibility in Collaborative Annotation SystemsFatiha Naouar, Lobna Hlaoua. 3538-3545 [doi]
• Collaborative Spatio-Temporal Graph Reinforcement Learning for Multivariate Drought ForecastingAhlem Ferchichi, Mejda Chihaoui, Haifa Harrouch. 3546-3553 [doi]
• Variable Semantic Representation: A Replication Study and Hyper-Parameter Optimization Using Taguchi MethodsStefan-Octavian Custura, Radu Dan Gaceanu, Andreea Vescan. 3554-3565 [doi]
• DL-Based Lesion Segmentation and Novel Biomarkers for Early EDSS Prediction in Multiple SclerosisNada Haj Messaoud, Aymen Chaouch, Asma Ben Abdallah, Mohamed Hedi Bedoui. 3566-3574 [doi]
• A New Tunisian Arabic Corpus and Benchmark for Automatic Speech RecognitionMohamed Ali Sghaier, Mohamed Lazhar Bellagha, Mounir Zrigui. 3575-3585 [doi]
• Comparative Study of Random Forest and XGBoost for Cardiovascular Risk Prediction Using SHAP InterpretabilityRaghda Jouirou, Nesrine Jazzar, Olfa Boussaid. 3586-3591 [doi]
• Learning Proportional Analogies: Lightweight Neural Network vs Large Language ModelsStergos D. Afantenos, Miguel Couceiro, Emiliano Lorini, Van-Duy Ngo. 3592-3602
• Emerging Patterns and Research Directions on Machine Learning in Software Defect Prediction: A Systematic Literature ReviewCamelia-Petrina Nadejde. 3603-3610 [doi]
• An Agentic Hybrid LLM-RAG Framework for Explainable Clinical Decision SupportMohammed Anas Kapadia, Mohammed Maaz Memon, Pankaj Mishra, Shun Okuhara. 3611-3618 [doi]
• A Structural Equation Modeling Analysis of How Responsibility Attribution toward AI Influences Blame in AI-Assisted Medical Decision-MakingKeito Miyake, Seiji Yamada. 3619-3626 [doi]
• Sample Policy Gradient: A Competitive Policy Optimisation Method for Off-Policy Reinforcement LearningAthanasios Trantas. 3627-3635 [doi]
• A Multi-Architecture Evaluation for Meltdown Crisis Detection Based on Behavioral AnalysisMarwa Masmoudi, Salma Kammoun Jarraya, Mohamed Hammami. 3636-3647 [doi]
• End-to-End Development of a Multimodal Fusion Model for Diabetic Retinopathy and Cardiovascular Risk PredictionMarwa Masmoudi, Salma Kammoun Jarraya, Mohamed Hammami. 3648-3659 [doi]
• Automating the NIST Phish Scale with Language Models: A Reduced Metric for Threat Analysis and Red Team OperationsAntonio Skorin, Pedro Pinacho Davidson, Fernando Gutierrez. 3660-3667 [doi]
• A Multi-LLM Agent System for Modular Ontology Population: A Case Study on ADHDIbrahim Traoré, Yassine Belmabrouk, Imen Megdiche, Abdel-Rahman H. Tawil, Jérôme Marquet-Doléac, Lotfi Chaâri. 3668-3675 [doi]
• Improving Scalability of the Multicriteria Vehicle Routing ProblemTemirlan Kurbanov, Jirí Vokrínek. 3676-3683 [doi]
• Improving Semantic Segmentation Accuracy with Stable Diffusion-Based AugmentationDániel Mezei, Csanád Sándor. 3684-3691 [doi]
• Human-LLM Collaboration for Reliable Prompt Monitoring and Benchmarking of Domain-Specific Language AssistantsDaniel Pawlowicz, Mirjam Wittich, Claudia Dukino. 3692-3699 [doi]
• A Rank Aggregation-Based Framework for Finding Optimal k-Plexes in Large GraphsHajer Raddaoui, Haythem Mahfoudh, Mourad Kmimech, Mohamed Othmani. 3700-3709 [doi]
• SpiTranNet-LIF: A Spiking Neural Network-Transformer Framework for Efficient Motor Imagery DecodingMaryam Khoshkhooy Titkanlou, Alireza Hashemi, Roman Moucek. 3710-3718 [doi]
• Smart Cuckoo Search Algorithm for Community Detection in Social NetworksRanda Boukabene, Fatima Benbouzid-Si Tayeb, Narimène Dakiche. 3719-3726 [doi]
• Statistical Analysis and Predictive Modelling for Early Detection of Diabetic Retinopathy Using Retinal Image FeaturesAdel Ali Alkhaibari, Ammar Mohammed Ammar. 3727-3735 [doi]
• Context-Aware AI-Based Framework for Sports AnalyticsKonstandinos Aiwansedo, Brahim Daoud, Hamza Ariouich. 3736-3743 [doi]
• A Variational Text-to-Motion Model for Emotion-Aware 3D Human MovementCiprian Paduraru, Monica Girbea, Alin Stefanescu. 3744-3751 [doi]
• Prefix-Aware Deep Reinforcement Learning for Resource Allocation in Business ProcessesJeroen Middelhuis, Zaharah Allah Bukhsh, Ivo Adan, Remco M. Dijkman. 3752-3763 [doi]
• Near-Lossless Motor Imagery EEG Compression Using Hybrid Discrete Cosine Transform and Convolutional AutoencoderDuc Thien Pham, Josef Kohout, Eyyüb Taysi, Roman Moucek. 3764-3772 [doi]
• CopperNet: Hybrid Deep Learning and LLM-Based Optimization for Copper Refining ProcessesGourav Sarkar, Hindesh Akash, Dinesh Kumar Yadav, Rohit Padakanti, Aman De Sarker. 3773-3780 [doi]
• Enterprise-Ready Web Automation: A Framework for Democratizing the AI AgentGaurav Adke, Ameya Divekar. 3781-3788 [doi]
• COVID-19 Propagation Model Based on a Network of Cellular AutomataBeatriz da Silva Vieira, Luiz Gustavo Almeida Martins. 3789-3796 [doi]
• Generative Transformer-Based Cross-Modal EEG-HRV Fusion for MCI DetectionAmal Boudaya, Siwar Chaabene, Bassem Bouaziz, Lotfi Chaâri. 3797-3806 [doi]
• A Hybrid Approach for Opinion Leader Detection Integrating Semantic, Behavioral, and Topological Features in Online Social NetworksAmira Foughali, Lobna Hlaoua, Mohamed-Nazih Omri. 3807-3814 [doi]
• Multi-Expert Topic Modeling for Code-Switched Dialectal Arabic: A Dynamic Routing Approach to Tunisian Social Media AnalysisSamia Ben Ismail, Abdelkarim Mars. 3815-3822 [doi]
• DEPC: Derivative Based EEG Preprocessing Framework for Epilepsy Monitoring Classification Using Deep Learning ModelsInes Bouzouita, Zayneb Brari, Safya Belghith. 3823-3830 [doi]
• An Adaptive Differential Evolution with Boundary-Guided Mutation for Multi-Threshold Breast Cancer Image SegmentationMohamed Slim Kassis, Olfa Fakhfakh, Ghaith Manita. 3831-3838 [doi]
• BEFT vs. LoRA: Parameter-Efficient Fine-Tuning for Auto-Optimized Vision Transformers in Image ClassificationMoez Hamdi, Sonia Bouzidi, Imen Jdey. 3839-3846 [doi]
• A Scenario Generation Framework for Targeting Emotional Vulnerabilities in Virtual Reality First Responder TrainingJeanne Parisse, Domitile Lourdeaux, Mathieu Chollet. 3847-3854 [doi]
• Dynamic Weighted Multimodal Fusion for Explainable Chest X-Ray Segmentation Using Integrated GradientsGhazala Hcini, Imen Jdey. 3855-3862 [doi]
• Ordering Queries in Constrained Partial CP-netsSultan Ahmed, Malek Mouhoub. 3863-3870 [doi]
• Self-Supervised and Contrastive Learning for Audio-Based Traffic Congestion Classification in Smart CitiesMouna Zouari Mehdi, Youssef Salhi, Jihen Frikha Elleuch, Dorra Sellami. 3871-3877 [doi]
• Can Generative Adversarial Networks Compete against Diffusion Models at Generating Time Series?Philipp Engler, Ludger van Elst, Sheraz Ahmed, Andreas Dengel 0001. 3878-3887 [doi]