The programme combines the 14th International Conference on Identification, Information and Knowledge in the Internet of Things with AI-DEFIT sessions. Parallel presentations are held in Hall A and Hall B, with an online session in the Online Hall.
- IIKI
- AI-DEFIT
- Online
- Joint programme
Tuesday 29 September 2026
Wednesday 30 September 2026
Presentation details
Connected and Automated Driving 111:15–12:45 · Hall A · IIKI · 5 papers · Chair: Jaka Sodnik
- Evaluating the Effects of Human–Machine Interfaces on Passenger Physiological Comfort in Highly Automated Vehicles
- Towards DSS-Specific Personas: A Methodology for Characterizing Decision Support System Users
- An Interdisciplinary approach for Training, Evaluating and Monitoring CCAM Remote Operators
- Explainable AI in Ambiguous Driving Scenarios: User Trust and Satisfaction in Visual, Textual and Auditory Interfaces
- Electrodermal Activity Tracks Simulator Sickness Within Individuals: A Pilot Study in an Automated Driving Simulator
Track A11:15–12:45 · Hall B · AI-DEFIT · 4 papers · Chair: Junhuan Zhang
- Can the Chinese stock market effectively price corporate innovation?
- Computing Power, Synthetic Data, and Welfare in the Generative-AI Economy
- Does Digital Finance Promote More Equal Distribution of Firm Size? Evidence from China
- The Economic Growth Effect of Integrated Development of Education, Technology and Talents
Online Session 111:15–12:45 · Online Hall · IIKI and AI-DEFIT · 5 papers · Chair: Grega Jakus
- AutoDiscover-IoT: Validation-First Auditing of LLM-Generated Smart-Home Rule Hypotheses
- CR-DMLSA: Course Recommendation via Denoised Mamba and Low-Rank Decomposed Self-Attention
- Establishing a Multi-Dimensional Risk Framework over the Full Lifecycle of Stablecoins
- EduEdgeAgent: An Edge-Based Large Language Model Agent and Curriculum-Aware Retrieval Method for Privacy-Controlled Vocational Information Technology Classrooms
- A WeightedAdd Dual-Branch Network with a 3D CNN Stem for Hyperspectral Image Classification
Connected and Automated Driving 214:00–15:30 · Hall A · IIKI · 5 papers · Chair: Kristina Stojmenova Pečečnik
- TAPR: Temporal Activity-aware Route Planning for Multi-Stop Navigation
- Identifying Short-Term Driving Stability Patterns from Simulator Telemetry
- Multimodal Before-and-After Field Evaluation of a Curve-Guidance Infrastructure Intervention for Motorcyclists on a Rural Road
- Challenges in Root Cause Analysis of Connected Autonomous Vehicle Accidents
- An Echolocation-Inspired Call-and-Answer Loop for Situational Awareness in Automated Driving: EchoDrive
Big Data and Artificial Intelligence 114:00–15:30 · Hall B · IIKI · 6 papers · Chair: Ruidong Zhang
- CAGE-Prompt: Constraint-Aware Black-Box Prompt Optimization
- Dense Retrieval and Large Language Model Reranking for Temporal Legal Case Retrieval
- LawEvolve: Statute-Grounded Calibration for Temporal Legal Judgment Prediction
- Hierarchical Planning and Semantic-Aware Pruning for Long Text Generation
- A Comparative Evaluation of Large Language Models for Context-Aware Hate Speech Detection in Low-Resource Languages
- Agentic Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Methodologies, and Applications
Online Session 214:00–15:30 · Online Hall · IIKI and AI-DEFIT · 6 papers · Chair: Yanhui Guo
- Behavioral-Biometric Fraud Detection for Real-Time Digital Payments: A Risk-Adaptive Fusion Framework and Cross-Corpus Proof of Concept
- AI-Native Economics: Machine Economy and Global Trade Logic Reconstruction under the Digital New Quality Productivity Framework
- Adapting CPU Dynamic Scene Graph Generation for Resource-Constrained Edge Scenarios
- From Extended Reality to Virtual-Physical Fusion: A Survey of Enabling Technologies and Human-Centric Applications
- Security architecture of the European C-ITS trust framework
- FinTech and Firm Total Factor Productivity: The Within-Firm Resource Allocation Channel
AI and Data Analytics for IoT16:00–17:30 · Hall A · IIKI · 6 papers · Chair: Qi Li
- Capsule-Based Time Series Compression and Classification for Satellite IoT
- MineSeg: Parameter-Efficient Adaptation of Multimodal Large Language Models for Underground Mine Semantic Segmentation
- Fusing Knowledge Distillation and Patch-based Representation for Anomaly Detection
- An Efficient Feature-Fusion YOLO Detector for Steel Surface Defect Detection
- Understanding Communication Service Users’ Satisfaction Using Hidden Markov Models
- SparseRoute: Normal-Level Residual Strength Routing for Post-hoc 3D Anomaly Score Fusion
Big Data and Artificial Intelligence 216:00–17:30 · Hall B · IIKI · 6 papers · Chairs: Matija Dodović and Janko Tufegdžić
- Mapping Cross-Firm Exposure with AI-Derived Business Networks: Evidence from Negative A-Share Announcements
- Distributional Calibration of LLM-Based Agentic Populations for Complex Social System Simulation
- Multi-Agent Team Size Optimization via Coordination-Cost and Capability-Redundancy Balancing
- Cognitive-Load-Aware Dynamic Allocation for Human-Multi-Agent Collaboration
- Foundation-Assisted Weakly Supervised Learning for Bridge Corrosion Semantic Segmentation
- Benchmarking Quantized LoRA for Vision Transformers on VTAB-1k
Thursday 1 October 2026
Presentation details
E-Health, Mobile Health, Wellbeing, and Sport Technologies10:30–12:00 · Hall A · IIKI · 6 papers · Chair: Sara Stančin
- Applied Artificial Intelligence for Cardiovascular Disease: The STRATIFYHF Decision Support System
- AI-Assisted Calibration of Electronic Apex Locator Thresholds Using Standardized Endodontic Impedance Phantoms
- Wrist-Worn Multimodal Recognition of Desk-Based Learning and Working States
- Automatic Detection of Corrupted Segments in Golf Swing Recordings
- A Single Hand-Mounted Inertial Measurement Unit for Automatic Front Crawl Stroke Phase Detection and Swimming Technique Assessment
- Real-Time Haptic Feedback for Lumbar Rotation During Front Crawl: A Two-Participant Feasibility Study With and Without a Snorkel
Track B and Special Session10:30–12:00 · Hall B · AI-DEFIT · 5 papers · Chair: Yezhou Sha
- Forecasting Downside Betas with Machine Learning Models
- AI-generated Report, Information Risk and Stock Return
- Positive Put–Call Disparity in China's ETF Options: Directional Demand and T+1 Settlement
- Insider trading Financial Forensics
- Recent Developments in agent-based modeling in cryptocurrency markets
Intelligent Sensing, Security, Privacy, Cloud and Edge Computing12:30–14:00 · Hall A · IIKI · 4 papers · Chair: Timotej Gruden
- Validation of One-Way Channel Reconstruction in Phase-Based Ranging
- A Real-Time IoT Architecture for Detecting Human Engagement with a Mobile Robot
- Secure PDF Preview via Locked-Down Image Conversion: A Fast, Deployable Docker-Based Approach with System Font Support
- Architectural Exploration and Performance Estimation of a Fully Pipelined FPGA Architecture for Informed-RRT*
Cyber-Physical Systems and Smart Environments for IoT12:30–14:00 · Hall B · IIKI · 4 papers · Chair: Xiangbo Kong
- An Agent-Based Model for Failure Recovery in Power Grids
- A Position on Efficient Global Perception for Indoor Drone Depth Estimation
- Towards Intelligent Construction Safety Lighting: A Perspective on IoT Retrofitting, Localization, and Connectivity
- Open-Source Multi-Layer Communication and Monitoring System for Search and Rescue Operations