Organizer
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11th Special Session on Intelligent Data Mining Schedule - 9 December 2025 Tuesday ONLINE PRESENTATIONS |
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| Time | Title | Presenter/Author |
| 7:50 am | Opening Remarks | Uraz Yavanoglu |
| 08:00 am-08:15 am | A Comparative Study of AI-Driven Ontology Enrichment for Environmental Sustainability | Sonia Khetarpaul |
| 08:15 am-08:30 am | Assessing Historical Structural Oppression Worldwide via Rule-Guided Prompting of Large Language Models | Hanjia Lyu |
| 08:30 am-08:45 am | LLM-GMP: Large Language Model-Based Message Passing for Zero-Shot Learning on Graphs | Md Athikul Islam |
| 08:45 am-09:00 am | Bringing Shape to Spatio-Temporal Graph Contrastive Learning | Yulia Gel |
| 09:00 am-09:15 am | Physics-guided Neural Network-based Shaft Power Prediction for Vessels | Dogan Altan |
| 09:15 am-09:30 am | Lightweight Approach for Multi-Modal Irony Detection by Image Caption Generation | Pinar Karagoz |
| 09:30 pm-09:45 pm | Cross-Domain Data Selection and Augmentation for Automatic Compliance Detection | Fariz Ikhwantri |
| 09:45 am-10:00 am | Oversampling-Enhanced Classification Models for Handling Imbalanced Recurrent Tuberculosis Data from Uttarakhand | Ankit Rai |
| 10:00 am-10:15 am | Density2R: Efficient Document Reranking via Embedding Density over Parametric Knowledge of Large Language Models | Md Shahir Zaoad |
| 10:15 am-10:30 am | Irony in Emojis: A Comparative Study of Human and LLM Interpretation | Hanjia Lyu |
| 10:30 am-10:45 am | Global Conflicts Prediction via Novel Temporal-Spatial Graph Neural Networks | Wenbo Du |
| 10:45 am-11:00 am | LLM4IoT: GPT-driven Large Language Models for Prediction of Multivariate IoT Time-Series | Mehmet Ulvi Simsek |
| 11:00 am-11:15 am | Detecting Ad Hominem Arguments in Turkish Online Texts: A Study Based on Reddit Political Discussions | Eda Naz Korkmaz Buyukyildirim |
| 11:15 am-11:30 am | Personalized Product Search Ranking: A Multi-Task Learning Approach with Tabular and Non-Tabular Data | Kaushiki Nag |
| 11:30 am-11:45 am | A Customized Deep Learning Approach for Noise Reduction and Resolution Enhancement in SAR Images | Gautam Srivastava |
| 11:45 am-12:00 pm | Dynamic Workflow Scheduling in Cloud-Fog Environments Using Enhanced Grey Wolf Optimization with Real-Time Data Integration | Gautam Srivastava |
| 12:00 pm-12:15 pm | A Comparative Analysis of AI-enabled Science Education Research in China and Abroad | Gautam Srivastava |
| 12:15 pm-12:30 pm | A Market-aware Reinforcement Learning Framework Incorporating Censored Data for Real-time Bidding Strategy in Online Advertising | Jiun-Long Huang |
| 12:30 pm-12:45 pm | Comparative Analysis of Community Detection Algorithms and Machine Learning Approaches for Network Analysis | Oluwafolake Ayano |
| 12:45 pm-01:00 pm | Rethinking Graph Reasoning: Equip Large Language Models with Topology-Enhanced Prompt | Yizhuo Ma |
| 01:00 pm-01:15 pm | Ontology-Aware RAG for Improved Question-Answering in Cybersecurity Education | Chengshuai Zhao |
| 01:15 pm-01:30 pm | Dimensionality Reduction of Mathematical Problem - Solution Embeddings from Large Language Models | Jared Pilcher |
| 01:30 pm-01:45 pm | Towards Hierarchical Multi-Agent Decision-Making for UncertaintyAware EV Charging | Lo Pang-Yun Ting |
| 01:45 pm-02:00 pm | Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models | Liangjie Huang |
| 02:00 pm-02:15 pm | Hyperspectral Image Clustering Based on Weighted Spatial Denoising and Anchor Graph | Chaodie Liu |
| 02:15 pm-02:30 pm | DataWiz: A No-Code Platform for Automated Data Visualization and Model Recommendation | Surbhi Saraswat |
| 02:30 pm-02:45 pm | Can LLMs Improve Multimodal FactChecking by Asking Relevant Questions? | Alimohammad Beigi |
| 02:45 pm-03:00 pm | IMPUGAN: Learning Conditional Generative Models for Robust Data Imputation | Zalish Mahmud |
| 03:00 pm-03:15 pm | Can Language Models Enable InContext Database? | Yu Pan |
| 03:15 pm-03:30 pm | Fine-Tuning Vision-Language Models for Multimodal Polymer Property Prediction | Minh-Hao Van |
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11th Special Session on Intelligent Data Mining Schedule-11 December 2025 Thursday -Conference Center, Meeting Room 7- IN-PERSON & ONLINE PRESENTATIONS |
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| Time | Title | Presenter/Author |
| 7:50 am | Opening Remarks | Uraz Yavanoglu |
| 08:00 am-08:15 am | Evolution-Driven Deep Meta-Learning Algorithm for Multi-Objective Combinatorial Optimization | Ruiran Yu |
| 08:15 am-08:30 am | KG-EDAS: A Meta-Metric Framework for Evaluating Knowledge Graph Completion Models | Ajaz Ahmad Bhat |
| 08:30 am-08:45 am | A Spatio-Temporal Approach for Identifying Microorganisms in Short Image Sequences | Antonio Parmezan |
| 08:45 am-09:00 am | Content-Based Macroscopic Microbial Image Retrieval | Antonio Parmezan |
| 09:00 am-09:15 am | An Exploratory Study on Kaggle Competition Trend: Topics, Submissions, and User Performance | Haijing Tu |
| 09:15 am-09:30 am | SHAP Distance: An Explainability-Aware Metric for Evaluating the Semantic Fidelity of Synthetic Tabular Data | Ke Yu |
| 09:30 pm-09:45 pm | MMPEP: A Multi-modal Framework for Post-Earnings Stock Movement Prediction | Dingming Xue |
| 09:45 am-10:00 am | Comprehensive Evaluation of Transformer Models for Multilingual PII detection | Divya Singh |
| 10:00 am-10:15 am | The Openness Assistant: a Swiss Platform for In-Depth Monitoring of Open Access Resources | Philippe Cudre-Mauroux |
| 10:15 am-10:30 am | Contextual Graph Embeddings: Accounting for Data Characteristics in Heterogeneous Data Integration | Yuka Haruki |
| 10:30 am-10:45 am | DODO: Causal Structure Learning with Budgeted Interventions | Matteo Gregorini |
| 10:45 am-11:00 am | Deep Learning-Based Temporal Assessment of Corneal Endothelial Morphology Following Descemet Membrane Endothelial Keratoplasty: A Comparative Analysis of Dual Architectural Approaches | Kasim Oztoprak |
| 11:00 am-11:15 am | HCMCTrafficDataset: Enabling Smart Mobility Solutions for Motorcycle-Dense Cities with Limited Infrastructure | Minh-Son Dao |
| 11:15 am-11:30 am | Data Stories From Insights for IT Operations | Maitreya Natu |
| 11:30 am-11:45 am | Semantic-Aware Association Rule Mining at Scale: Ontology-Free Generalization with LLMs | Cristina Maier |
| 11:45 am-12:00 pm | Revisiting Global Local Outlier Scores based on Hierarchies for Clarity and Parameter-free Use | Ji Sun Shin |
| 12:00 pm-12:15 pm | DSDE: Dynamic Speculative Decoding with KLD Stability for Real-World Serving | Eunjoo Jeon |
| 12:15 pm-12:30 pm | A Graph Transformer-Based Framework for Shipborne Wind Speed Correction and Prediction | Yuhang Zhang |
| 12:30 pm-02:00 pm | Lunch @ Hall FG | |
| 02:00 pm-02:15 pm | Evaluating Knowledge Graph Complexity via Semantic, Spectral, and Structural Metrics for Link Prediction | Ajaz Ahmad Bhat |
| 02:15 pm-02:30 pm | Accelerating Fuzzy Frequent Pattern Mining on GPUs with GPU Direct Storage | Arjun Chakravarthi POGAKU |
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8th Special Session on HealthCare Data – 9 December 2025
Special Session Chairs: Sultan Turhan, Ozgun Pinarer |
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| Time | Title | Presenter/Author |
| 11:00 | Welcome | |
| 11:00-11:15 | SP02202 Understanding the Impact of Environmental Contexts on Lung Cancer with Simplicial Representation Learning and Remote Sensing | Yulia Gel |
| 11:15 - 11:30 | SP02204 Accelerating Causal Network Discovery of Alzheimer’s Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation | Xiaofan Zhou |
| 11:30 – 11:45 | SP02205 Exploring Barriers and Misconceptions toward Clinical Trials on Social Media Using Large Language Models | Ching-Hua Chuan |
| 11:45 – 12:00 | SP02206 DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification | Imran Razzak |
| 12:00 – 12:15 | SP02207 Medical Incident Causal Factors and Preventive Measures Generation Using Tag-based Example Selection in Few-shot Learning | Yuna Haseyama |
| 12:15 – 12:30 | SP02209 Efficient Neural Architectures for Real-Time ECG Interpretation on Limited Hardware | Ashery Mbilinyi |
| 12:30 – 13:30 | Lunch Break | |
| 14:30 – 14:45 | SP02210 A Knowledge-Driven Multi-Tier Architecture for Lossless Medical Image Storage and Sub-Second Retrieval in Large-Scale Neuroimaging Studies | Oğuzhan Güngör |
| 14:45 – 15:00 | SP02211 Prediction of Long-COVID and Mortality among Patients with Substance Use Disorder | Jiawei Wu |
| 15:00 – 15:15 | SP02212 CAEW: An Explainable Approach to Understanding EEG Patterns in Major Depressive Disorder | Abdulaziz Alhamadani |
| 15:15 – 15:30 | SP02213 Visualizing Asthma-related Digital Health Data for Everyday Users | Hamid Mansoor |
| 15:30 – 15:45 | SP02214 multiMentalRoBERTa: A Fine-tuned Multiclass Classifier for Mental Health Disorder | K M Sajjadul Islam |
| 15:45 – 16:00 | SP02215 Error-Aware Text-to-SQL Generation for Clinical Trial Eligibility Criteria Querying in EHR Databases | Yingcheng Sun |
| 16:00-16:30 | Coffee Break | |
| 16:30 – 16:45 | SP02216 Systematic Literature Review on Knowledge Graph for Clinical Decision Support Systems | Ghada Besbes |
| 16:45 – 17:00 | SP02217 Clustering-Based Balance Phenotyping in Older Adults from Treadmill Training Interventions | Shafiq Alam |
| 17:00-17:15 | SP02218 Investigating the Zero-Shot Learning Capabilities of Large Language Models in Extracting Key Insights from Suicidal Narratives | Salim Sazzed |
| 17:15-17:30 | BigD360 OmniSenseNet: A Position-Specific Strategy for Complex Cell Image Segmentation | Yuhan Zhang |
| 17:30 – 17:45 | BigD973 A Machine Learning Framework for Automated Computational Ethology Using Markerless Pose Estimation | Prateek Verma |
| 17:45 – 18:00 | SP02208 Enhancing Federated Learning Performance Through Clustering in Big Data Healthcare Scenarios | Ozgun Pinarer |
| 0.75 | Closing Remarks | |
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Special Session on Dataspaces and DFFT (Data Free Flow with Trust) with Synergizing Mobility
Data: for Human Life Evolution in Real Spaces Noboru Koshizuka |
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| Time | Title | Presenter/Author |
| 8th Dec | Day 1 | |
| 09:00--09:10 |
Opening Remarks
Introduction: Noboru Koshizuka and Yukio Ohsawa (Co-chair) |
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| 09:10--09:30 | SP07202 Should a Data Space be a ``Space''? From Boundary-First Designs to Thin Core | Kazuma Hatano and Noboru Koshizuka |
| 09:30--9:50 | SP07204 XCKAN: Federated Catalog for Data Discovery in Dataspaces | Hangli Ge, Hideaki Takeda, Takeshi Sagara, Naho Kitano, and Noboru Koshizuka |
| 9:50--10:10 | SP07206 Dataspaces for Collaborative Research | Soo-Yon Kim, Liam Tirpitz, Max Wagels, Benedikt T. Arnold, Christian Rennert, István Koren, Janik Rapp, Mario Moser, Wil van der Aalst, Bernhard Rumpe, Robert H. Schmitt, Jan Pennekamp, and Sandra Geisler |
| 10:10--10:30 | SP07207 Data Users’ Tsugoes Fit Data Free Flow with Trust - Lessons by Large Language Model - | Yukio Ohsawa |
| 10:30-11:00 | Coffee Break | |
| 11:00--11:20 | SP07209 A Verifiable AI Framework Informed by DFFT: Integrating LLMs with Synthetic Data via MCP for Consumer Preference Estimation | Kenji Sakiyama, Aya Takeichi, Karin Matsumoto, Yusuke Taira, and Setsuya Kurahashi |
| 11:20--11:40 | SP07211 Towards a Citizen-Participatory Platform for Accessibility Data Collection using a Multimodal Large Language Model | Masahiro Bessho and Ken Sakamura |
| 11:40--12:00 | BigD653 A Proposal for High-Level Architectural Model Capable of Expressing Various Data Collaboration Platform and Data Space Concepts | Masaru Dobashi, Kohei Toshimitsu, Hirotsugu Seike, Miki Kanno, Genki Horie, and Noboru Koshizuka |
| 12:00--12:20 | BigD930 Quantitative Analysis of Blockchain Consensus Effects on Dataspace Transaction Latency | Hirotsugu Seike, Yasukazu Aoki, and Noboru Koshizuka |
| --14:00 | Lunch | |
| 14:00--14:10 | Mid-term Introduction Yukio Ohsawa and : Noboru Koshizuka | |
| 14:10--14:30 | SP06216 , Mobility Data Asset Evaluation for Spatial Environment Design | Zhenggui Xiang and Guanting Chen |
| 14:30--14:50 | SP06215 , Linking urban morphology and human activity patterns: An empirical study based on mobility survey data from the Paris region | Jianyu Fu, Zhihua Zhong, Xukang Wang, Jue Ma, and Yoshihide Sekimoto |
| 14:50--15:10 | SP06214 , Analytical model of Factory Automated Guided Vehicles Systems by using Multi-agent system | Daimotsu Kato and Setsuya Kurahashi |
| 15:10--15:30 | SP06213 , Bayesian Network-Driven Level Correction for Computer Adaptive Testing: A Data-Driven Approach to Optimizing Learning Sequence | Isao Karube and Setsuya Kurahashi |
| 15:30-16:00 | Coffee Break | |
| 16:00-16:20 | SP06206 , Leveraging Visitor Mobility and IoT Sensor Networks for Sustainable Waste Management | Slamet Kristanto Tirto Utomo, Hangli Ge, and Noboru Koshizuka |
| 16:20-16:40 | SP06203 , Place with Intention: An Empirical Attendance Predictive Study of Expo 2025 Osaka, Kansai, Japan | Xiaojie Yang, Dizhi Huang, Hangli Ge, Masahiro Sano, Takeaki Ohdake, Kazuma Hatano, and Noboru Koshizuka |
| 16:40--17:00 | SP06208 , A Multiscale Hexagonal Framework for Urban Walkability Analysis using Open Geospatial Data | Anderson Tadeu de Oliveira Oliveira and Flávio Soares Correa da Silva |
| 17:00--17:20 | SP06201 , Latent Interestingness of Regions Externalized on Multiscale Trend-Reach Entropy | Yukio Ohsawa and Sae Kondo |
| 17:20--17:40 | SP06205 , Modeling Autonomous Mobility between Islands: A Case Study of the Oki Islands with Cyberspace and Physical Constrains | Jun Nakamura, Sanetake Nagayoshi, and Tomohiro Kuroda |
| 9th Dec | Day 2 | |
| 11:00--11:20 | Satellite-AIS Fusion for Container Terminal Analytics: Towards Digital Port Operations in Tokyo’s Ohi Terminals | Wenru Zhang and Ryuichi Shibasaki, |
| 11:20--11:40 | SP06207 , "Schedule Recovery Strategies in Container Liner Shipping Networks Using Multi-Agent Simulations" | Kenta Kowatari and Ryuichi Shibasaki |
| 11:40-12:00 | SP06210 Small Data for Walkability: Street-Furniture Experiments and Mobility Sensors in a Japanese Compact City | Sae Kondo, Kazuma Suzuki, Yukio Ohsawa |
| 12:00--12:20 | SP06202 , Social Engineering Attacks: A Systemisation of Knowledge on People Against Humans | Scott Thomson, Michael Bewong, Arash Mahboubi, and Tanveer Zia |
| 12:20--12:30 | Closing Remarks and Awards | |
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Special Session #09 & #11
Special Session on Social Cognitive Computing in Digital Education and Learning Towards an Understanding of Artificial Intelligence: Bridging Theory, Explainability, and Practical Applications |
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| Time | Title | Presenter/Author |
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Session 1 (Chair: Jerry Chun-Wei Lin) Zoom link: https://polsl-pl.zoom.us/j/99181861459?pwd=KJxPX9nvhLNduJDnDdEHmD16dqUaUq.1 Meeting ID: 991 8186 1459 Passcode: 423429 |
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| Topic: Social Cognitive Computing in Digital Education and Learning | ||
| 9:00–9:15 (online) | Understanding and Generating Student Questions with LLMs in Collaborative Learning | Han Kyul Kim, Shriniwas Nayak, Aleyeh Roknaldin, and Stephen Lu |
| 9:15–9:30 (online) | Performance Gap-Aware Distributionally Robust Optimization for Fair Deep Knowledge Tracing | Han Kyul Kim and Stephen Lu |
| 9:30–9:45 (onsite) | GenAI for Social Work Field Education: Client Simulation with Real-Time Feedback | James Sungarda, Hongkai Liu, Zilong Zhou, Tien-Hsuan Wu, Johnson Chun-Sing Cheung, and Ben Kao |
| 9:40–10:00 (online) | A Skill Graph Enhanced Job Recommendation Method for University Graduates—A Decade-Long Validation on Real-World Data | Meiling Wang, SkillGraph-Alig |
| Topic: Towards an Understanding of Artificial Intelligence: Bridging Theory, Explainability, and Practical Applications | ||
| 10:00–10:15 (onsite) | Explaining Relation Networks for Few-Shot Learning | Andrea Fedele, Beatrice Ferrigno, Riccardo Guidotti |
| 10:15–10:30 (onsite) | Interpretable and Accurate Hybrid Decision Trees with Selective Case-Based Splits | Cristiano Landi, Alessio Cascione, Riccardo Guidotti |
| 11:00–11:15 ( - ) | Evaluating Explainable AI Implementation and User Agency Across Major Social Media Platforms | Shafiq Alam, Aditya Pawade, Muhammad Sohaib Ayub, Saeed Ur Rehman, Asma Ayub |
| 11:15–11:30 (online) | FABLE: Fairness Attack in Abusive Language Detection | Yueqing Liang, Lu Cheng, Ali Payani, Kai Shu |
| 11:30–11:45 (onsite) | Counterfactual Explanations for Ranking in Algorithmic Hiring | Antonio Mastropietro, Riccardo Guidotti, Andrea Iommi, Anna Monreale, Salvatore Ruggieri |
| 11:45–12:00 (onsite) | Explainable Retrieval and Graph Augmented Code Vulnerability Repair Recommendations | Alfred Amoah, Yan Liu |
| 12:00–12:15 (online) | DemoShapley: Valuation of Demonstrations for In-Context Learning | Shan Xie, Man Luo, Chadly Stern, Mengnan Du, Lu Cheng |
| 12:15–12:30 (online) | Benford-Constrained Multimodal Learning for Few-Shot Fake Image Detection | Jackson Astraikis, Robby Martin, Andrew Van Es, Supriya Kottam, Yingcheng Sun |
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Session 2 (Chair: Rafal Cupek) Zoom link: https://polsl-pl.zoom.us/j/99181861459?pwd=KJxPX9nvhLNduJDnDdEHmD16dqUaUq.1 Meeting ID: 991 8186 1459 Passcode: 423429 |
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| Topic: Towards an Understanding of Artificial Intelligence: Bridging Theory, Explainability, and Practical Applications | ||
| 14:00–14:15 (online) | Enhancing Interpretability in Self-Training with Tsetlin Machines for Mitigating Noisy Pseudo-Labels | Jiechao Gao, Rohan Kumar Yadav, Xinyuan Huang, Jie Wang |
| 14:15–14:30 ( - ) | Federated Learning for Wireless Communication Prediction — Use Case of Internal Logistic System with AGV | Ireneusz Smolka, Olena Pavliuk, Rafał Cupek, Jakub Musiał |
| 14:30–14:45 ( - ) | XAI-Enhanced Sensor Fusion for Reliable Predictive Analytics in Industry 4.0 | Tomasz Zyzak, Piotr Gaj, Ireneusz Smolka |
| 14:45–15:00 (onsite) | Accelerating Model Development for Vulnerability Detection with Federated Learning | Tomasz Skowron, Adam Mastalerz |
| 15:00–15:15 (online) | GPU-enabled Edge-based Federated Continual Learning with Resource Adaptation for Efficient Non-stationary Visual Anomaly Detection | Alexandre Niyomugaba, Dariusz Mrozek |
| 15:15–15:30 (onsite) | Comparative Analysis of Generator Architectures in CycleGAN for Image Style Transfer | Michal Lenort, Jakub Szygula, Dariusz Marek, Karol Marszalek, Adam Domanski |
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Session 3 (Chair: Dariusz Mrozek) Zoom link: https://polsl-pl.zoom.us/j/99181861459?pwd=KJxPX9nvhLNduJDnDdEHmD16dqUaUq.1 Meeting ID: 991 8186 1459 Passcode: 423429 |
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| Topic: Towards an Understanding of Artificial Intelligence: Bridging Theory, Explainability, and Practical Applications | ||
| 16:00–16:15 ( - ) | A Multi-AI Agent Framework for OT Network Traffic Assessment in 5G- based AGV Communication | Ireneusz Smolka, Piotr Gaj, Jacek Stój |
| 16:15–16:30 (onsite) | Iterative Weighted-Voting Approach for Adaptive Time-Series Anomaly Correction in Federated AGV Systems | Olena Pavliuk, Myroslav Mishchuk |
| 16:30–16:45 (onsite) | KG-SEA: A Self-Evolving Framework for Iterative Knowledge Graph Construction in Graph-RAG Systems | Pi-Wei Chen, Myroslav Mishchuk, Alexandre Niyomugaba, Jerry Lin, Rafał Cupek |
| 16:45–17:00 ( - ) | Physics-Guided Counterfactual Explanations for Large-Scale Multivariate Time Series: Application in SEP Event Prediction | Pranjal Vijaysing Patil, Anli Ji, Berkay Aydin |
| 17:00–17:15 ( - ) | From Black Box to Insight: Explainable AI for Extreme Event Preparedness | Kiana Vu, Ismet Ozer, Phung Lai, Zheng Wu, Thilanka Munasinghe, Jennifer Wei |
| 17:15–17:30 ( - ) | Steganographic Data Exfiltration for Model Stealing: A Case Study on Energy Critical Infrastructure IEC 61850 Datasets | Gustavo Sánchez, Muhammad Qasim, Ghada Elbez, Veit Hagenmeyer |
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Specil Session#12: The 11th Special Session on Information Granulation in Data Science and
Scalable Computing
Chairs: T.P. Hong, Dominik Ślęzak and Shusaku Tsumoto |
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| Time | Title | Presenter/Author |
| 1030-1050 | SP10209: A Concept Drift-based Technique for Trading Strategy Portfolio Dynamic Adjustment in Streaming Data Environments | Chun-Hao Chen, Chieh-Shu Jaun, Chao-Chun Chen, and Tzung-Pei Hong |
| 1050-1105 | SP10206: Turning Point Prediction under Multi-Objective Genetic Algorithm | Chi-Fang CHAO, Mu-En WU, Hsin-Hung LI, and Ming-Hua HSIEH |
| 1105-1125 | SP10211: Perturbation-based Vertical Federated Frequent Itemset Mining | Tzung-Pei Hong, You-Da Chuang, Yu-Chuan Tsai, Shu-Min Li, and Wen-Yang Lin |
| 1125-1140 | SP10203: An Effective Music Emotion Recognition Approach Fusing Multi-Temporal Convolution Neural Networks and Auditory Fragment Mining Techniques | Ja-Hwung Su and Liang-Yu Chen |
| 1140-1155 | SP10204: Application of radial basis function and deep neural networks to identify factors underlying missed appointments at hospital outpatient clinics | Chee-Hoe Lo, Yi-Chung Chen, Yang-Chou Juan, Chun-Yuan Wang, Wen-Huang Wang, Shao-Yuan Lin, and Jia-Ching Ying |
| 1155-1215 | SP10207: Enhancing Cross-domain Visual Localization via Self-supervised Contrastive Learning | Ting-Hsuan Liu and Eric Hsueh-Chan Lu |
| 1215-1230 | SP10213: Consumer Interaction Benchmark for Time Series Databases | Marta Jadwiga Burzańska, Piotr Wiśniewski, Iga Łukiewska, and Krzysztof Stencel |
| Lunch Break | ||
| 1430-1450 | SP10210: Rescan-amended Federated Utility Mining | Tzung-Pei Hong, Jing-Chi Yang, Yu-Chuan Tsai, and Chun-Hao Chen |
| 1450-1510 | SP10205: Information Granulation for Hierarchical Feature Selection in Detection of Anomalies in IoT devices | Łukasz Wawrowski, Konrad Chwełatiuk, Marcin Michalak, Iwona Kostorz, Dominik Ślęzak, Piotr Biczyk, Błażej Adamczyk, and Maksym Brzęczek |
| 1510-1525 | SP10201: From Genetic Reads to Information Granules: Scalable Big NGS Data Cleaning with Apache Pig | Bożena Małysiak-Mrozek, Tomasz Sitek, Vaidy Sunderam, Bolesław Pochopień, Krzysztof Tokarz, Che-Lun Hung, and Dariusz Mrozek |
| 1525-1540 | SP10215: An Investigation of Data Granularity in RAG Pipelines for Personalized Medicine | Paritosh Pandey, Linh Le, Shaoen Wu, and Shirley Tian |
| 1540-1555 | SP10218: Modality-Aware Multimodal Fusion for Sleep Event Classification | Kevin Hayes and Yingcheng Sun |
| Coffee Break | ||
| Online Session | ||
| 1630-1650 | SP10208: Topological Robust Reinforcement Learning | Jaidev Goel, Roshni Anna Jacob, Jie Zhang, and Yulia Gel |
| 1650-1705 | SP10217: EvoRL: Evolution of Agentic Workflows using Reinforcement Learning | Dinesh Attota and Ying Xie |
| 1705-1725 | BigD357: TabGSL: Graph Structure Learning for Tabular Data Predictions | Jay Chiehen Liao, Jun-Wei Chiu, and Cheng-Te Li |
| 1720-1740 | SP10216: Topological Data Analysis in Rule Mining Space | Shusaku Tsumoto, Shoji Hirano, and Tomohiro Kimura |
| 1740-1755 | SP10219: Medical Incident Reports Analysis | Tomohiro Kimura and Shusaku Tsumoto |
| Closing Remarks | ||