ICAICTA 2025: 2025 12TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATICS: CONCEPT, THEORY AND APPLICATION (ICAICTA)
PROGRAM

Days: Saturday, September 20th Sunday, September 21st

Saturday, September 20th

View this program: with abstractssession overviewtalk overview

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)
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)
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)
14:45-16:00 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)
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)
10:30-12:00 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)
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)