ICAICTA2024: THE 11TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATICS: CONCEPTS, THEORY AND APPLICATIONS
PROGRAM

Days: Saturday, September 28th Sunday, September 29th

Saturday, September 28th

View this program: with abstractssession overviewtalk overview

09:20-10:40 Session A1: Communication
Location: Room1
09:20
Listening Head Motion Generation for Multimodal Dialog System (abstract)
09:40
Predicting Utterance-final Timing Considering Linguistic Features Using Wav2vec 2.0 (abstract)
10:00
Effective Intended Sarcasm Detection Using Fine-tuned Llama 2 Large Language Models (abstract)
10:20
Direct Quotation Sentiment Analysis in Indonesian News Text using the IndoT5 Generative Models [ONLINE] (abstract)
09:20-10:40 Session A2: Information hiding
Location: Room2
09:20
Card-based Secure Sorting Protocols based on the Sorting Networks [ONLINE] (abstract)
09:40
Search Result Verifiability in Multi-User Dynamic Searchable Symmetric Encryption [ONLINE] (abstract)
10:00
Indonesian Speech Anti-Spoofing System: Data Creation and Convolutional Neural Network Models (abstract)
10:20
Enhancing Speech De-identification with LLM-Based Data Augmentation [ONLINE] (abstract)
10:40-11:10Coffee Break
11:10-12:10 Session Keynote1
Location: Room1
11:10
AI-driven decoding of neural features underlying behavior (abstract)
12:10-13:30Lunch Break
13:30-14:50 Session B1: Speech
Location: Room1
13:30
Improving Speech Recognition for Japanese Deaf and Hard-of-Hearing People by Replacing Encoder Layers (abstract)
13:50
Speaker Recognition using MobileNetV3 for Voice-based Robot Navigation [ONLINE] (abstract)
14:10
Audio Segmentation using Short-Time Energy (STE) for Makhraj Recognition in Qur’an Recitation with XGBoost and Convolutional Neural Network (CNN1D) Approaches [ONLINE] (abstract)
14:30
Machine Speech Chain with Emotion Recognition (abstract)
13:30-14:50 Session B2: Web application
Location: Room2
13:30
Knowledge Graph Based Recommender System Development in Intelligent Tutoring System on Programming Domain (abstract)
13:50
Personalized Neural Network-based Aggregation Function with Partial Preference Handling in Multi-Criteria Collaborative Filtering [ONLINE] (abstract)
14:10
Evaluating Trustworthiness of Twitter Users: Addressing Data Drift and Domain Relevance Through Novel Dataset Creation and Feature Analysis (abstract)
14:30
Predicting Citation Counts with Machine Learning: A Citation Function Approach [ONLINE] (abstract)
14:50-15:20Coffee Break
15:20-16:40 Session C1: NLP1
Location: Room1
15:20
Application of Startup Success Prediction Models and Business Document Extraction Using Large Language Models to Enhance Due Diligence Efficiency [ONLINE] (abstract)
15:40
Integrating BERTopic and Large Language Models for Thematic Identification of Indonesian Legal Documents [ONLINE] (abstract)
16:00
Coarse-Grained Sense Inventories Based on Semantic Matching between English Dictionaries (abstract)
16:20
Automatic Single Document Summarization For Indonesian News Article Using Abstract Meaning Representation [ONLINE] (abstract)
15:20-16:40 Session C2: Biomedical informatics
Location: Room2
15:20
Time-domain Heart Sound Classification Using Neural Audio Codecs (abstract)
15:40
BIOGAN-BERT: BioGPT-2 Fine Tuned and GAN-BERT for Extracting Drug Interaction Based on Biomedical Texts [ONLINE] (abstract)
16:00
Implementation of Fine-Tuned BERT for Enzyme Classification Based on Gene Ontology [ONLINE] (abstract)
16:20
Sleep Apnea Identification Based on Multi-Frequency Band of EEG Signal Using Slim UNETR [ONLINE] (abstract)
Sunday, September 29th

View this program: with abstractssession overviewtalk overview

09:00-10:40 Session D1: Vision&Image
Location: Room1
09:00
Object Removal System for Urban Imagery Using Image Segmentation and Inpainting with A Deep Learning Approach [ONLINE] (abstract)
09:20
3D Traffic Scenes Reconstruction for Autonomous Vehicles using Gaussian Process Latent Variable Model (GPLVM) [ONLINE] (abstract)
09:40
Consistency-Preserving Text-Based One-Shot Video Tuning with Segmentation Mask Guidance (abstract)
10:00
Summarizing Video Content with a Single Image Using Large Language Models (abstract)
10:20
Implementation of Traffic Congestion Classification Method from CCTV Video Based on Image Feature Analysis with YOLO Algorithm (abstract)
09:00-10:40 Session D2: Environment
Location: Room2
09:00
Web Application Development of Secondary Education Carbon Footprint Monitoring System [ONLINE] (abstract)
09:20
Macroscopic and Energy-Based Greenhouse Gas Emissions Predictions: Current Techniques and Future Directions (abstract)
09:40
Heterogeneous Transfer Learning Optimization For Greenhouse Gas Emissions Prediction Using Quantum Annealing (abstract)
10:00
Quantum-Based Prediction Model for Carbon Neutrality (abstract)
10:20
Classification of Water Quality Index Using Machine Learning Algorithm for Well Assessment: A Case Study in Dili, Timor-Leste (abstract)
10:40-11:10Coffee Break
11:10-12:10 Session Keynote2
Location: Room1
11:10
Empowering Under-resourced Languages with Cutting-edge Voice Cloning: a Focus on Indonesian (abstract)
12:10-13:30Lunch Break
13:30-14:30 Session Keynote3
Location: Room1
13:30
Automatic speech recognition - a view from large language model (abstract)
14:30-15:00Coffee Break
15:00-16:40 Session E1: NLP2
Location: Room1
15:00
An Interactive Question-Answering System using Large Language Model and Retrieval-Augmented Generation in An Intelligent Tutoring System on the Programming Domain [ONLINE] (abstract)
15:20
Automatic Question-Answer Alignment for Japanese Diverse Local Assembly Minutes (abstract)
15:40
Enhancing Quantum NLP Robustness – Analysis on Noisy Models for Quantum Sentiment Classification (abstract)
16:00
Identifying Plausibility Phrases in Instructional Texts Using BoostingBERT and AdaBoost.RT [ONLINE] (abstract)
16:20
Physics Assessment Generation Through Pattern Matching and Large Language Models (abstract)
15:00-16:40 Session E2: General informatics
Location: Room2
15:00
Rollover Prevention System using Estimated Lateral Force Rejection for High Deck Vehicle Model [ONLINE] (abstract)
15:20
A Novel Approach to Explainable AI: Leveraging Ripple Down Rules Algorithm for Knowledge-Based Explanations (abstract)
15:40
Artificial Intelligence Adoption Framework for Business Architecture (abstract)
16:00
Generating synthetic data on agricultural crops with DCGAN [ONLINE] (abstract)
16:20
Interaction Design of Indonesian Local Language Learning Application Using User-Centered Design (abstract)