Table of Contents

• Property Graph Transformations in Action: From Data Integration to Causal AnalysisAngela Bonifati. 5
• The Future of Agriculture through Data Science: Challenges and Opportunities for Autonomous Field SystemsJoão P. Papa. 7
• Data Management Meets Its AI PartnerAlon Y. Halevy. 9
• Customer Churn Prediction in the Telecommunications Sector Using Explainable Artificial IntelligenceDavid Veríssimo, Joana Leite, Maryam Abbasi. 15-24 [doi]
• Evaluating Heterogeneous Graph Neural Networks for Fashion Retail Recommendation: A Comparative Study on the H&M DatasetDavi Rocha de Santana, Leila Weitzel, Anderson Amendoeira Namen, Graziela Ferreira Guarda. 25-31 [doi]
• Structural-Temporal Anomaly Detection in Scholarly Networks Using Hyperbolic RepresentationsRenata Avros, Shoval Ben Shushan, Adar Budomski, Dvora Toledano-Kitai, Zeev Volkovich. 32-43 [doi]
• Deep Representative Text Modeling for the Consistent Identification of SARS-CoV-2 AnomaliesRenata Avros, Valery Kirzner, Dvora Toledano-Kitai, Zeev Volkovich. 44-53 [doi]
• Community-Aware Spectral Anomaly Detection in Scholarly GraphsItay Mohabati, Shai Yosef, Renata Avros, Zeev Volkovich. 54-64 [doi]
• Imputation Strategies for Predicting Tropospheric OzoneMiraceli Bonjardim Waldemar, Bruno Nazario Alves, Fernando Augusto Silveira Armani, Yuri Kaszubowski Lopes. 65-73 [doi]
• An Optimized Ensemble Framework with Explainable AI for Proactive Credit Card Fraud Detection in BankingHenrique Barros, Francisco Antunes, Maryam Abbasi. 74-85 [doi]
• Continuous Operation of a Myoelectric Hand Prosthesis Using Reinforcement LearningCarlos Ayala-Tipan, Jose-Fuertes Bustos, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar. 86-97 [doi]
• SecureBreak: A Dataset towards Safe and Secure ModelsMarco Arazzi, Vignesh Kumar Kembu, Antonino Nocera. 98-109 [doi]
• Prompting vs Ensemble Architectures for Arabic English Code-Switched ClassificationDonia Ali, Salma Haytham, Sandra George, Caroline Sabty. 110-120 [doi]
• ResSET: Enhanced Motor Imagery Classification Using Hybrid Transformer-ResNet Architectures and Generative Data AugmentationDuc Thien Pham, Roman Moucek. 121-132 [doi]
• ContrastSkill: Task-Oriented Contrastive Intermediate Training for Skill ExtractionAleksander Bielinski, David Brazier 0001, Dimitra Gkatzia, Alistair Lawson. 133-144 [doi]
• Enabling Efficient Domain Adaptation via Noise-Enhanced Flow MatchingAitian Ma, Dongsheng Luo, Mo Sha 0001. 145-153 [doi]
• A Faithful Multi-Head Framework for Explainable Toxicity Detection with Structured LLM-Based Synthetic SupervisionLinh Nguyen, Tran Anh Tuan. 154-165 [doi]
• Evaluating Local Explainability Metrics for Machine Learning Models on Tabular DataTomás Pereira, João Vitorino, Eva Maia, Isabel Praça. 166-177 [doi]
• Actionable Explainable AI for Credit Risk: A SAFE-AI Framework Integrating SHAP and Counterfactual Explanations with DiCEMatheus Francelino Bezerra da Silva, Carlos Henrique Quartucci Forster. 178-189 [doi]
• Dysgraphia Detection from Handwritten Text Using a Hybrid ConvNeXt-Transformer ModelWallace Primo Freire Junior, Simone Bello Kaminski Aires, Maria Eduarda Guedes Pinto Gianisella. 190-201 [doi]
• Optimising Wheel Replacement Schedules for Freight Trains Based on Machine Learning ModelsMax Strang, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum. 202-213 [doi]
• A Two-Level Machine Learning Based-Intrusion Detection System for IoT Healthcare Application Based on BlockchainManel Boujelben, Manel Hentati. 214-222 [doi]
• Query Adaptive Rank Fusion: A Training Free per Query Weighting Scheme for Sparse-Dense Hybrid RetrievalMohammad Saad Rafeeq, Chandramani Chaudhary, Nirmal Kumar Boran, Ashok Kumar Suhag. 223-233 [doi]
• Explaining Rankings with Prototypes and CriticismsLars Schütz, Korinna Bade. 234-242 [doi]
• Deep Learning on the Wing: A Survey of Resource-Efficient Object Detection and SLAM for Autonomous UAVsRayan Abri, Sara Abri, Salih Çetin. 243-248 [doi]
• SIGMA: A Lightweight Multi-Perspective Statistical-Signature Framework for Concept Drift Detection in Business Process Event LogsLerina Aversano, Felice Franchini, Debora Montano. 249-257 [doi]
• Probabilistic Variational Archetypal Learning on the Simplex for Interpretable Medical Image AnalysisAli Yassin, Narjes Soudin, Abbass Rammal, Mageda A. A. Sharafeddin. 258-269 [doi]
• Plywood Veneer Quality Classification Using CNNs with Squeeze-and-Excitation BlocksCristian Gotardo, Andreia Marini, Marlon Marcon, André Roberto Ortoncelli. 270-281 [doi]
• Evaluating England's Plastic Bag Reduction Strategies, 2015-2025Erdem Sarialioglu. 285-290 [doi]
• Selection Bias Correction in Retail IntelligenceSpandan Ghose Chowdhury. 291-298 [doi]
• Towards Fine-Grained Emotion Detection in Hebrew: Dataset Creation and EvaluationNatalia Vanetik, Shilat Haya Yosefi, Keturah Shlomo. 299-306 [doi]
• Identification of Relevant Association Rules from Biased Target Value Distributions of Empirical StudiesFriedemann Schwenkreis. 307-316 [doi]
• Towards Realistic Privacy-Preserving Stress Detection for Nurses Using Smartwatch DataCedric Aebi, Albin Grataloup, Souhir Ben Souissi, Christoph Golz. 317-324 [doi]
• Behavioral Profiling of Active E-Commerce Customers: Integrating Post-Purchase Interaction Signals into Comparative Clustering ModelsSerena Tomakyan, Arda Rastak, Nilay Iseri. 325-330 [doi]
• DeepSupp: Attention-Driven Correlation Pattern Analysis for Dynamic Time Series Support and Resistance Levels IdentificationBoris Kriuk, Logic Ng, Zarif Al Hossain. 331-337 [doi]
• Enhancing Visual Perception in Foggy Conditions via Multiclass Fog Density ModelingMohamad Mofeed Chaar, Galia Weidl. 338-345 [doi]
• Spatially Constrained Clustering for Analyzing Spatio-Temporal Dynamics of Automobile Insurance RiskShengkun Xie, Samy El Mouttalibi, Jin Zhang 0026, Clare Chua-Chow. 346-353 [doi]
• Hybrid Approach Based on Supervised Learning and Synthetic Data Generation for University Student Dropout Risk PredictionLaura Caicedo, Juan José Muñoz, Nestor Diaz. 354-362 [doi]
• Regime Detection and Forecasting of Financial Indicators in Electric Transmission Sector Companies Using Hidden Markov ModelsGiovanni Vallim Maniezzo, Elder Oroski, Luis Ledo Mota Melo Júnior. 363-370 [doi]
• Evaluating Nearest-Neighbor Variants for Time Series Classification with Manhattan-Based MeasuresZoltán Gellér, Vladimir Kurbalija, Mirjana Ivanovic. 371-378 [doi]
• A Unified Semantic Representation Framework for Multi-Source Heterogeneous Data Fusing Protocol Syntax Constraints and Cross-Source Alignment: A Case Study of in-Vehicle Intrusion DetectionYixuan Liu, Cong Yang, Haibo Cheng, Kaimin Zhuo, Peng Liu, Yixuan Wang. 379-386 [doi]
• Sequence-Constrained Data Augmentation: A First- and Second- Order Markov Transition Matrix ApproachHanyu Li, Yuanbo Kong, Meng Wang 0036. 387-394 [doi]
• Quantum Computed Moments Drive Orthogonal Neodymium Selectivity in Lanmodulin Dimer Pockets through Hamiltonian Distance LearningDon Roosan, Mazharul Karim, Rubayat Khan, Md Rahatul Ashakin. 395-402 [doi]
• Quantum Pharmacogenomics for Polypharmacy Risk Minimization in Elderly CareDon Roosan, Mazharul Karim, Rubayat Khan, Inyene Essien Aleksi. 403-410 [doi]
• Quantum Kernel Support Vector Machine for Quantum Dot State RecognitionMd Rahatul Ashakin, Rubayat Khan, Avik Mahata, Mazharul Karim, Nuruzzaman Sojib, Don Roosan. 411-418 [doi]
• From Prediction to Decision: A Counterfactual Machine Reasoning Framework for ESG AnalysisNizam Tanzina, Kyupil Yeon. 419-425 [doi]
• Scored Rule Sets for Interpretable Multiclass ClassificationRobin Nunkesser. 426-433 [doi]
• Enhancing Wildfire Prevention: An Operational Pipeline Integrating WRF Mesoscale Modelling and Automated CFFDRS CalculationAfonso Oliveira, Eva Maia, Isabel Praça. 434-441 [doi]
• A Multi-Mode Online Learning Framework for Drift-Aware Maritime Fuel Consumption PredictionNadeem Iftikhar, Finn Ebertsen Nordbjerg. 442-449 [doi]
• Integrating Causal Inference with Graph Neural Networks for Alzheimer's Disease AnalysisPranay Kumar Peddi, Dhrubajyoti Ghosh. 450-457 [doi]
• Uncertainty Quantification for Annual Budgets: Bootstrap Methods on Short Monthly Time SeriesEmmanuel Zarpas, Martín Gómez-Abejón. 458-465 [doi]
• Advancing m6Am Site Prediction Through Deep Learning on Diverse mRNA Sequence Landscapes: The m6Am-DLcat ApproachAlfredo Cuzzocrea, Tasmin Karim, Md. Shazzad Hossain Shaon, Md. Fahim Sultan, Mst. Shapna Akter. 466-474 [doi]
• A Two-Stage Clustering Framework for Profiling E-Commerce Search QueriesMelis Öztürk Umut, Enis Teper, Mustafa Keskin. 475-479 [doi]
• Hierarchical Structure-Based Influence MaximizationLongyun Wang, Qing Zhang, Min Wu, Huijun Zheng, Wenchuan Yang, Xin Lu 0002. 480-487 [doi]
• Outlier Detection in Low-Cost Air Quality Sensor Networks: Distinguishing Sensor Errors from Environmental EventsVictoria Beltran, Daniel Fernàndez-Garcia, José Santa. 488-499 [doi]
• A Statistical Analysis of the State-of-the-Art Transformer-Based Remaining Useful Life Models on C-MAPSS FD001Gabriel Vinicius Boin Freitas, Yuri Kaszubowski Lopes. 500-507 [doi]
• Neural Network-Based Group Sparsity for Nonlinear Feature Selection in Multi-Output ProblemsMamadou Kanouté, Florence Forbes. 508-516 [doi]
• Age- and Sex-Specific Normative Profiles of Reactive Strength Index in Football Athletes: A GAMLSS ApproachPraveen D. Chougale, Usha Ananthakumar. 517-523 [doi]
• Agreement beyond Chance in LLM-Based Hazard Severity Classification for Railway Functional SafetyPadma Iyenghar. 524-535 [doi]
• Ontology-Driven Semantic ETL for Executable Knowledge EngineeringAntony Seabra, Daniel Schwabe 0001, Sérgio Lifschitz. 536-543
• AgentSearch: Learning Efficient Agentic Workflows via Deliver Tree SearchDinesh Chowdary Attota, Ying Xie 0001. 544-554 [doi]
• Developing an ML Model for Orthophoto Segmentation Using Automatically Generated LabelsKevin Kocon, Michel Krämer. 555-562 [doi]
• Data First, AI Second: A Four-Lenses Conceptual Architecture for Enabling AI to Deliver Precision ImpactChristopher J. Garasi, Aaron J. Moreno. 563-570 [doi]
• CITRUS: Screening the Past, Ranking the FutureSayak Chakrabarty, Souradip Pal, Imon Banerjee. 571-578 [doi]
• DeepSeekMath Meets Order Book: Group-Aware Policy Optimization for High-Frequency Directional TradingSayak Chakrabarty, Souradip Pal. 579-586 [doi]
• Intent-Aware Predictive Orchestration for Softwarized Networks Using LLM-Assisted Policy TranslationPinar Ersoy, Mustafa Ersahin. 587-593 [doi]
• Progressive Multi-Objective Optimization for Improved t-SNE EmbeddingsSamir Brahim Belhaouari, Skander Bensegueni, Lyes Fennour, Dhia El Hak Amani. 594-604 [doi]
• Chunking Is Not the Bottleneck: Why RAG Evaluation Must Look beyond Segmentation StrategyAaditya Chauhan, Nivas Hegde. 605-612 [doi]
• Detection of Anxiety and Depression from Social Media Text Using Natural Language ProcessingMuhammad Azhar, Adeen Amjad, Bilal Hussain, Chan Kit Ling, Taimoor Niaz, Muhammad Hamza Akbar. 613-620 [doi]
• Text-to-SQL with Large Language Models: Challenges Revisited and New DimensionsLuca Sala, Giovanni Sullutrone, Sonia Bergamaschi. 621-628 [doi]
• Temporal Stability in Student Dropout Prediction Using Weekly Learning AnalyticsTiago Franco, Paulo Alves, José Rufino, Maria de Fátima Pacheco, Nuno Ribeiro. 629-636 [doi]
• Individual-Level Probabilistic Model Integrating Rule Representation and Logistic CurvesAkari Oda, Yoichi Seki, Kaoru Shimada. 637-646 [doi]
• CRAFT: Clustered Regression for Adaptive Filtering of Training DataParthasarathi Panda, Asheswari Swain, Subhrakanta Panda. 647-654 [doi]
• AI-Powered Early Detection of Child Malnutrition Using Dimensionless Anthropometric Ratios and Deep LearningVaishnu Kanna, Subhrakanta Panda. 655-660
• BLEO: A Binary Language Education Optimization for Feature SelectionBeatriz Souza Sé Barros, Guilherme N. Marques, Douglas Rodrigues, João Paulo Papa. 661-668 [doi]
• Data-Driven Multi-Horizon Taxi Demand Forecasting Using Transformer-Based Temporal ModelingMagesh Ram Rajakumar, Christine Markarian, Shadi Atalla. 669-676 [doi]
• Automated & Real-Time Privacy Quantification for Microservices ArchitecturesCatarina Silva 0004, Bernardo Falé, João Paulo Barraca, Paulo Salvador 0001. 677-684 [doi]
• Exceptional Itemsets with Statistical Background Discovered by Evolutionary ComputationKei Arai, Kaoru Shimada. 685-693 [doi]
• Time Series Forecasting of Sports Ticket Sales with Venue-Independent Fan SegmentsShun Takagi, Haru Terashima, Naoki Tamura, Kazuyuki Shoji, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi. 694-703 [doi]
• Corporate Reputation Exploration with Knowledge Graphs on Bipolar Extremes for Massive Online Consumer Review DatasetsRob E. Loke, T. Schouten. 704-711 [doi]
• SwitchEmbed: Representation Learning for Arabic-English Code-Switched TextMariam Rizkallah, Amani Ghonim, Ahmed Sherif, Caroline Sabty. 712-719 [doi]
• Benchmarking YOLOv8 and YOLOv11 for Meteor Echo Detection in BRAMS Radio SpectrogramsDiogo Ramalho Fernandes, Stijn Calders, Olivier Parisot, Mickaël Stefas, Hervé Lamy, Katrien Kolenberg. 720-727 [doi]
• Evaluating and Comparing Optimized CNN and Transformer Architectures for EEG-Based Depression DetectionKhaoula Ansari, Ibtissam Abnane, Ali Idri. 728-735 [doi]
• Toward Reliable Automated Radiography: Improving Chest X-Ray Diagnosis through Multimodal Fusion and Label CleaningBarbod Yadali Jamalouei, Pourya Jafari, Rayan Abri. 736-743 [doi]
• Identifying Brand Advocates: A Neural Network Approach to Social Media AnalysisRob E. Loke, O. Ran. 744-756 [doi]
• Media-Derived Epidemic Intelligence for Avian Influenza: A Multi-Granularity Evaluation of LLM-Augmented Event-Based SurveillanceBibek Paudyal, Karine Deschinkel, David Laiymani, Christophe Guyeux. 757-765 [doi]
• Beyond Accuracy: Comparative Explainability Analysis of Random Forest and XGBoost Using SHAP and LIMEDanilo Medeiros Eler, Leonardo Menosse Ribeiro, Thales Vinicius de Brito Uê, Wilson Estécio Marcílio Júnior. 766-773 [doi]
• Agentic GraphRAG and Deterministic Schema Reconciliation for High-Compliance Domains: An LLMOps and FinOps ApproachMarcelo Massashi Simonae, André Roberto Ortoncelli, Marlon Marcon. 774-781 [doi]
• SENTINEL: Semantic Validation of Financial News Clustering with LLM-Based EvaluationBraeden Mefford, Andrew P. Berg, Houston Miles, Mia Y. Wang. 782-789 [doi]
• Evaluating Retrieval-Augmented Generation on Social Bias Benchmarks across Small Language ModelsManuel Amir Freer Valdez, Arghir-Nicolae Moldovan. 790-797 [doi]
• A Comprehensive Evaluation of Pre-Trained Language Models for Irony Detection in TweetsMayara Chew Marinho, Vinicius R. P. Borges. 798-805 [doi]
• Scalable Data Management for Smart Campus Digital Twin ApplicationsLuís Carlos Afonso, João Rafael Almeida, José Luís Oliveira. 811-822 [doi]
• Read Fast, Write Carefully: Empirical Evidence on the Performance Trade-Offs of Denormalization in PostgreSQL under TPC-H WorkloadsLuís Mendonça, Pedro Martins 0003, Filipe Madeira, Maryam Abbasi. 823-834 [doi]
• Racial Inequality in Brazilian Computing Education: An Analysis of Black Students Using Census DataFrancisco Carlos Monteiro Souza, Marlon Marcon, André Roberto Ortoncelli, Rodolfo Adamshuk Silva, Alinne Cristinne Corrêa Souza. 835-846 [doi]
• Modeling Higher-Order Relationships in the Context of Big Data: Methods, Applications, and ProspectsHuijun Zheng, Qing Zhang, Longyun Wang, Min Wu, Wenchuan Yang, Xin Lu 0002. 849-856 [doi]
• Research on Core Technology Identification Methods Based on High-Order Dependency MetricsQing Zhang, Siyu Lai, Huijun Zheng, Longyun Wang, Wenchuan Yang, Min Wu, Xin Lu 0002. 857-865 [doi]
• Finding the Sweet Spot: Query Cost and Load Distribution for Spatio-Temporal Queries in Peer-to-Peer SystemsZhan Ye, Laurent Yeh, Iulian Sandu Popa. 866-873 [doi]
• MLBRS: A Multi-Layer Behavioural Risk Scoring Framework for Insider Threat DetectionV. L. Kartheek, Aayush Shah, Rishav Jain, R. Gururaj, Subhrakanta Panda. 874-881 [doi]
• Data-Centric Lifecycle Integrity Validation for IEC 61508 Using Executable DocumentationPadma Iyenghar, Christopher Zimmer, Claudio Gregorio. 887-898 [doi]
• Decision Support System for the Use of Robotic and Intelligent Process Automation in Small and Medium-Sized EnterprisesAnn-Kathrin Holaj, Sascha Alpers. 899-909 [doi]
• Beyond Context Windows: Data Transformations at Scale with LLMsAbhigith Abraham, Fariz Rahman, Fadil Rahman, Monika Janchevska, Tanaya Amar. 910-921 [doi]
• Graph-Based Named Entity Management System with Ontology-Supported Matching CapabilitiesAndrea Leoni, Andrea Molinari, Simone Sandri. 925-932 [doi]
• Architectural Alternatives for Data Distribution in Autonomous Driving: From Real-Time Performance to Semantic InteroperabilityMario Martín-Pérez, Marta E. Zorrilla. 933-940 [doi]
• Closing the Loop: How Fleet IoT and Explainable AI Can Target Severe-Crash Risk on U.S. RoadwaysSuryakant Kaushik. 941-948 [doi]
• A Holistic Framework for Assessing and Representing Vehicle Measurement (Time-Series) Data Quality via a Single Quality ScoreSven Dominka, Henrik Smith. 949-956 [doi]