PROGRAM
Days: Saturday, September 20th Sunday, September 21st
Saturday, September 20th
View this program: with abstractssession overviewtalk overview
10:00-10:30 Break
Location: Auditorium
10:30-12:00 Session 4A: Prediction
Location: Room 7603
| 10:30 | Predicting the Quality of Product Images in E-Commerce using Deep Learning (abstract) |
| 10:45 | Prediction of MMP-9 Inhibitors as Anticancer Therapeutics by Using 1D-CNN Optimized by Monarch Butterfly Algorithm (abstract) |
| 11:00 | Predictive Modeling of Cathepsin K Inhibitors Bioactivity for Osteoporosis Treatment by using Grey Wolf Optimizer-Support Vector Machine (abstract) PRESENTER: Marcel Tobing |
| 11:15 | Survival Analysis Models for Mortality Risk Prediction During the Pandemic: A Comparative Study Using Cox Proportional Hazards, Random Survival Forests, and DeepSurv (abstract) PRESENTER: Fitriah Fadillah |
| 11:30 | ESG-IDX: A Framework to Utilize ESG-Related News Sentiment for Indonesia Stock Price Prediction (abstract) |
10:30-12:00 Session 4B: Natural Language Processing
Location: Room 7604
| 10:30 | Understanding Evolving Sentiment Dynamics in Indonesian Disaster-Related Tweets using IndoBERT and Temporal Analysis (abstract) |
| 10:45 | Aligning Open-Source LLMs for Regulatory QA with AI Feedback (abstract) |
| 11:00 | Application of XLM-RoBERTa and Llama-3 for Cross-Lingual and Multi-Label Text-Based Emotion Detection (abstract) PRESENTER: Bill Clinton |
| 11:15 | Food Hazard Text Classification and Entity Detection using BERT Model (abstract) |
| 11:30 | Exploring the Feasibility of Detecting Media Frame Indicators in Indonesian News Using Transformer-Based Language Models (abstract) |
12:00-13:00 Lunch
Location: Room Multimedia
13:00-14:30 Session 5A: Speech, Summarization and Machine Translation
Location: Room 7603
| 13:00 | Fine-Tuning Whisper for Domain-Specific ASR: Transcribing Indonesian YouTube Content on Local Wisdom in Disaster Mitigation (abstract) PRESENTER: Muhammad Qois Huzyan Octava |
| 13:15 | Numerical Consistency Verification and Correction in Abstractive Summaries Using Semantic and Syntactic Features (abstract) |
| 13:30 | Relevance Summarization for Example-Guided Text-to-SQL Generation in Complex Schema Database (abstract) |
| 13:45 | Incorporating Curriculum Learning into Iterative Back-Translation for Neural Machine Translation (abstract) |
| 14:00 | Topological Data Analysis for Transformer NMT: Exploring the Use of Cohomology-Based Persistence Landscapes as a Representation of Global Context (abstract) |
13:00-14:30 Session 5B: AI & UX in health and medical application
Location: Room 7604
| 13:00 | A CFA–Clustering Framework for Assessing Health System Performance Considering Healthcare Resources, Socioeconomic Conditions, and Accessibility (abstract) |
| 13:15 | Identifying Key Molecular Features for Cancer-Related hCA Inhibitor Compounds Using Machine Learning Models (abstract) |
| 13:30 | Recognition of Stroke Level Based on EEG Signal Using Multi-networks of CNN-Transformer (abstract) |
| 13:45 | Understanding User Experience of E-Health Service Platforms Across Age Groups (abstract) |
| 14:00 | Measuring Physiological Response and Mental Workload of AR Users in Assembly Learning: Implications for Educational Multimedia Applications (abstract) |
14:30-14:45 Break
Location: Room Multimedia
14:45-16:00 Session 6A: Information System and Business Framework
Location: Room 7603
| 14:45 | Balancing Functional Complexity and Flexibility through Integrated System Design (abstract) PRESENTER: Syed Nasirin |
| 15:00 | Design of BPM for Inventory and Operations System in Distributor Company by using 7FE Framework (abstract) |
| 15:15 | Sea Animal-Inspired Metaheuristics for No-Wait Flexible Flow Shop Scheduling in Small-Scale Bakery Enterprises (abstract) |
| 15:30 | Adoption Model of Autonomous Coal Mining System Based on TOE Framework (abstract) |
| 15:45 | Developing an Integrated Success Model for Digital Twin Adoption in Facilities Management: A Conceptual Framework for Malaysia (abstract) |
14:45-16:00 Session 6B: Computer Vision
Location: Room 7604
| 14:45 | A Paradoxical Role of Motion Blur in 4D Reconstruction from Casual Videos (abstract) |
| 15:00 | A Comparative Study of Nabla Tau and SCAR Unlearning Algorithms for CNN-Based Facial Race Classification (abstract) |
| 15:15 | LiteLSTM Architecture for Mediapipe Hand Gesture Classification (abstract) |
| 15:30 | Indonesian Sign Language (BISINDO) Alphabet Detection Through a Mobile-Based Approach Based on YOLO Algorithm Version 11 (abstract) |
| 15:45 | Time Series Sentiment Analysis of YouTube Videos in the 2024 Indonesian Presidential Election (abstract) |
Sunday, September 21st
View this program: with abstractssession overviewtalk overview
09:15-10:15 Session 8A: Security
Location: Room 7603
| 09:15 | Steganalysis for Secret Message Length Estimation by Using GBRAS Net Regressor (abstract) PRESENTER: Ratih Kartika Dewi |
| 09:30 | Enhancing Career Alignment Prediction Models by Mitigating Data Leakage and Addressing Temporal Concept Drift (abstract) |
| 09:45 | Deep Reinforcement Learning for Intrusion Detection System on the Internet of Things (abstract) |
09:15-10:15 Session 8B: IoT and Microservice
Location: Room 7604
| 09:15 | Design and Implementation of IoT-Driven Full Stack Fleet Management System Leveraging DevOps Approach (abstract) |
| 09:30 | Comparative Analysis of API Development in Microservices Architecture (abstract) |
| 09:45 | A QoS Evaluation of HTTP and CoAP for Image Data Transfer from Edge to Cloud in IoT Systems (abstract) |
10:15-10:30 Break
Location: Room Multimedia
10:30-12:00 Session 9A: Classification, forecasting and Deep Learning
Location: Room 7603
| 10:30 | Deep Learning Approach for Classifying Indonesian Traditional Houses Using Fully Connected Layers (abstract) |
| 10:45 | Evaluating CNN and SVM Models in Smart Agriculture: A Case Study on Bell Pepper Leaf Disease Classification (abstract) |
| 11:00 | Test-Time Training in CALF for Time Series Forecasting via Decomposition and Adaptive Freezing (abstract) |
| 11:15 | Improving CNN Performance through Trainable Linear Combination of Fixed and Learnable Filters for CNNs (abstract) |
| 11:30 | Value-Gradient-Based Subgoal Discovery for Deep Reinforcement Learning (abstract) |
10:30-12:00 Session 9B: Miscellaneous AI Application
Location: Room 7604
| 10:30 | AI Service Quality and Customer Loyalty in the Online Food Delivery Industry (abstract) |
| 10:45 | AI in Customer Service: The Impact of Human Involvement Disclosure on Customer Trust and Communication Style with Hybrid Agent Services in E-commerce (abstract) |
| 11:00 | Leveraging Deep Neural Networks and Data Augmentation to Identify Hoax Indonesian News (abstract) |
| 11:30 | A Transformer Encoder-Based Approach for Cross-Regional Water Quality Prediction with Fine-Tuning (abstract) |
| 11:45 | AI-Driven Font Generation: A Qualitative-Method Approach for Multilingual Typeface Design (abstract) |
12:00-13:00 Lunch
Location: Room Multimedia
13:00-14:15 Session 10A: Optimization and Efficiency
Location: Room 7603
| 13:00 | A Multi-Objective Location Model for Kitchen Planning in a Centralized School Lunch Program Considering Cost, Environmental, and Social Impacts (abstract) |
| 13:15 | Toward Efficient LoRa CRAN Deployments: IQ Data Compression and Gateway Collaboration (abstract) |
| 13:30 | Memory Efficient Quantization-Aware Fine-Tuning Diffusion Models through Implementation of L4Q in EfficientDM Framework (abstract) |
| 13:45 | Enhancing cloud block storage volumes throughput provisioned for virtual server instances via I/O thread (abstract) |
13:00-14:15 Session 10B: Recommender, software testing, and usability
Location: Room 7604
| 13:00 | Towards a Machine Learning-Based Career and Education Recommendation System Using Content-Based Filtering (abstract) |
| 13:15 | Identifying User Bias as Hidden State in A/B Testing with Hidden Markov Model Approach (abstract) |
| 13:30 | Interaction Design of a Mobile Application for Shuttle Service Booking Using a User-Centered Design Approach (abstract) |
| 13:45 | The Utilization of N8N Agent Platform and AI for Job Applicant Candidate Selection Automation (abstract) |
14:15-14:30 Break
Location: Room Multimedia
14:30-15:00 Session 11: Closing
Location: Room 7602