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12th ICSCA 2023: Kuantan, Malaysia
- Proceedings of the 12th International Conference on Software and Computer Applications, ICSCA 2023, Kuantan, Malaysia, February 23-25, 2023. ACM 2023, ISBN 978-1-4503-9858-9
Data Analysis, Processing and Management Methods
- Anh Tuan Tran
, Ban Quy Tran
, Kien Trung Luong
:
Improvement for Large-Scale Image Data using Fuzzy Rough C-Mean Based Unsupervised CNN Clustering: An Empirical Study on designbyhumans.com. 1-7 - Fitri Susanti
, Nur Ulfa Maulidevi
, Kridanto Surendro
:
Improving the Efficiency of Link Prediction on Handling Incomplete Knowledge Graph Using Clustering. 8-13 - Adidah Lajis
, Tiliza Awang Mat
, Norsuhaili Seid
, Zanariah Abu Bakar
, Ahmad Shahrafidz Khalid
, Faiz Amin Roslee
, Nor Azlina Ali
:
Unstructured Data to Visualized Information: Improving process of master list preparation for university ranking assessment and decision making: Unstructured Data to Visualized Information. 14-19 - Heru Nugroho
, Nugraha Priya Utama
, Kridanto Surendro
:
kNN Imputation Versus Mean Imputation for Handling Missing Data on Vulnerability Index in Dealing with Covid-19 in Indonesia. 20-25 - Lenny Putri Yulianti
, Agung Trisetyarso
, Judhi Santoso
, Kridanto Surendro
:
Comparison of Distance Metrics for Generating Cluster-based Ensemble Learning. 26-33 - Haonan Chen
, Zhuowei Wang
, Lianglun Cheng
:
GPU Sparse Matrix Vector Multiplication Optimization Based on ELLB Storage Format. 34-40
Model Design and Calculation
- Takanori Ishibashi
, Kazuhiro Ogata
:
Formal Specification and Model Checking of Raft Leader Election in Maude. 41-45 - Byan Sakura Kireyna Aji
, Erna Hikmawati
, Kridanto Surendro
:
Implementation of Design Thinking in Smart Carbon Footprint Monitoring Model for Buildings: Case Study: Bandung Institute of Technology. 46-52 - Zhenghao He
, Ruifan Chen
, Yayue Hou
, Fei Xie
, Xiaoliang Gong
, Anthony G. Cohn
:
A Music Labeling Model Based on Traditional Chinese Music Characteristics for Emotional Regulation. 53-58 - Jun He
, Jing Chen
, Li Peng
, Bo Sun
, Huiying Zhang
:
Question Difficulty Prediction with External Knowledge. 59-64 - Seikoh Nishita
:
String Figure Simulation with Multiresolution Wire Model. 65-70 - Noratikah Nordin
, Zurinahni Zainol
, Mohd Halim Mohd Noor
, Lai Fong Chan
:
An Ontology-based Modeling for Classifying Risk of Suicidal Behavior. 71-76 - Michael Hans
, Erna Hikmawati
, Kridanto Surendro
:
Predictive Analytics Model for Optimizing Carbon Emission from Student Activity and Behavior with A Design Thinking Approach: Case Study: Bandung Institute of Technology. 77-82
Software and Information System Design
- Tuyen Phong Truong
, Loc Tan Le
:
QR Code Application in Tree Management: A Pilot Project. 83-88 - Camilo Chacón Sartori
, Christian Blum
, Gabriela Ochoa
:
Search Trajectory Networks Meet the Web: A Web Application for the Visual Comparison of Optimization Algorithms. 89-96 - Mohammad Shakeel Laghari
, Hamdan T. A. Hraiz
, Solomon I. Ghebretatios
, Aamna S. H. K. Alshehhi
:
Academic Course Planning Software System at EECE Department. 97-104 - Azrul Hazri Jantan
, Noris Mohd Norowi
, Mariam Azwa Yazid
:
UI/UX Fundamental Design for Mobile Application Prototype to Support Web Accessibility and Usability Acceptance: A Scenario-based Design of Mobile Application for Visually Impaired Users. 105-111 - Konstantinos Tsiounis
, Kostas Kontogiannis
:
Goal Driven Code Generation for Smart Contract Assemblies. 112-121 - Shin-ya Nishizaki
:
Transplanting of Environments between Closures in the lambda calculus. 122-130 - Tuyen Phong Truong
, Doan Thanh Nguyen
, Nghia Trong Nguyen
:
Hydrological Monitoring System Design and Implementation for River Embankment Protection. 131-136 - Yi Wei Tye
, Umi Kalsom Yusof
, Samat Tulpar
:
Ensemble of Filter and Embedded Feature Selection Techniques for Malware Classification using High-dimensional Jar Extension Dataset. 137-143
Digital Image Detection and Processing Technology
- Toni Kusnandar
, Judhi Santoso
, Kridanto Surendro
:
The Effect of White Balance for Color Constancy on Visible Light. 144-149 - Duy Trong Nguyen
, Ban Quy Tran
, Anh Duy Tran
, Dat Trong Than
, Duc Quang Tran
:
Object Detection Approach for Stock Chart Patterns Recognition in Financial Markets. 150-158 - Yaya Setiyadi
, Judhi Santoso
, Kridanto Surendro
:
Aesthetic Image Synthesis Using Multiple-Aesthetic-Aware GAN. 159-164 - Kalaimagal Ramakrishnan
, Vimala Balakrishnan
, Soo Mun Chong
:
COVID-19 Fake News Detection in Malaysia - A Supervised Approach. 165-170 - Erna Hikmawati
, Nur Ulfa Maulidevi
, Kridanto Surendro
:
Improved Classification Accuracy by Feature Selection using Adaptive Support Method. 171-176 - Xinze Zhang
, Walid Brahim
, Mingyang Fan
, Jianhua Ma
, Muxin Ma
, Alex Qi
:
Radar-Based Eyeblink Detection Under Various Conditions. 177-183 - Yuda Syahidin
, Nur Ulfa Maulidevi
, Kridanto Surendro
:
Feature Selection method based on Genetic Algorithm with Wrapper-Embedded Technique for Medical Record Classification. 184-191
Network and Information Security
- Hyung-Woo Lee
:
Analysis of Digital Forensic Artifacts Data Enrichment Mechanism for Cyber Threat Intelligence. 192-199 - Yudi Setiawan
, Nur Ulfa Maulidevi
, Kridanto Surendro
:
The Use of Dynamic n-Gram to Enhance TF-IDF Features Extraction for Bahasa Indonesia Cyberbullying Classification. 200-205 - Naomi Okumura
, Kazuhiro Ogata
:
A way to find counterexamples located at deep positions with domain knowledge of authentication protocols. 206-211 - Yousef K. Qawqzeh
, Mahwish Ashraf
:
A Fraud Detection System Using Decision Trees Classification in An Online Transactions. 212-217 - Shaila Sharmin
, Hafizah Mansor
, Andi Fitriah Abdul Kadir
, Normaziah Abdul Aziz
:
Comparative Evaluation of Anomaly-Based Controller Area Network IDS. 218-226
IoT and Monitoring System Development
- Louise Marie Nirere
, Kayalvizhi Jayavel
, Alexander Ngenzi
:
Iot-based Climate Change Prediction System. 227-233 - Ahmad Hanis Mohd Shabli
, Mawarny Md. Rejab
, Nur Hani Zulkifli Abai
, Suwannit Chareen Chit
:
Campus Bus Tracking System using LoRa Technology: IoT System Testing. 234-239 - Theodosie Uwizeyimana
, Alexander Ngenzi
, Enan M. Nyesheja M.
:
IoT system to monitor health conditions of elderly. 240-245 - Jameel Shehu Yalli
, Mohd Hilmi Hasan
:
A Unique PUF Authentication Protocol Based Fuzzy Logic Categorization for Internet of Things (IOT) Devices. 246-252 - Emmanuel Bimenyimana
, Philibert Nsengiyumva
, Said Rutabayiro Ngoga
:
IoT monitoring and control system of Distribution Transformers in Rwanda. 253-259
Blockchain and Data Security
- Zalina Fatima Azzahra
, I Gusti Bagus Baskara Nugraha
:
Service-Level Agreement Management with Blockchain-based Smart Contract to Improve the Quality of IT Service Management. 260-266 - Nur Shuhadah Mohd Ab Razak
, Hafizah Mansor
, Shaila Sharmin
:
A Secure Framework for Vehicle Maintenance Service using Blockchain. 267-272
Artificial Intelligence and Engineering Application
- Yanzhao Xia
, Shaoying Liu
:
A Framework of Formal Specification-Based Data Generation for Deep Neural Networks. 273-282 - Rinda Cahyana
, Nur Ulfa Maulidevi
, Kridanto Surendro
:
A Framework for Actor-Oriented Automated Hate Speech Detection. 283-289 - Shamim Akhter
, Shah Jafor Sadeek Quaderi
, Saleh Ud-Din Ahmed
:
Deep Learning with OBH for Real-Time Rotation-Invariant Signs Detection. 290-296 - Mohammed Rakib
, Md. Ismail Hossain
, Nabeel Mohammed
, Fuad Rahman
:
Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models. 297-301 - Tengfei Shao
, Yuya Ieiri
, Hitoyoshi Hosoya
, Reiko Hishiyama
:
An Analysis of Opinions on AI Ethics Based on Network Motifs using the Case Method. 302-308 - Michael Hafenscherer
, Vitaliy Mezhuyev
, Martin Tschandl
:
Robotic process automation of calculating investments in a business project. 309-314 - Rita Rismala
, Nur Ulfa Maulidevi
, Kridanto Surendro
:
Multi-Attribute BERT for Preferences Completion in Multi-Criteria Recommender System. 315-320
Modern Information Theory and Application
- Katsuyuki Umezawa
, Mitsuaki Sawata
, Makoto Nakazawa
, Shigeichi Hirasawa
:
A Study on the Relationship Between Heart Rate and Brain Waves During Programming Task in Several Experiments. 321-327 - Sarmela Ap Raja Sekaran
, Ying-Han Pang
, Shih Yin Ooi
:
Cascading Global and Local Deep Features for Smartphone-based Human Activity Classification. 328-334 - Tsuneo Nakanishi
, Hokuto Ototake
, Toshifumi Tanabe
, Kenji Yoshimura
:
Morfawk.ja: A Japanese Token Level Pattern Matching and Processing Language with Dependency Analysis. 335-341 - Mizanur Rahman
, Kamal Z. Zamli
, Muhammad Arif Mohamad
:
A Comparison of Four Metaheuristic Algorithms for the Problem of Test Redundancy Reduction. 342-348 - Ritha Marie Umutoni
, Marvin Muyonga Ogore
, Rosette L. Savanna
, Damien Hanyurwimfura
, Jimmy Nsenga
, Didacienne Mukanyiligira
, Frederic Nzanywayingoma
, Desire Ngabo
, Joseph Habiyaremye
:
Integration of TinyML-based proximity and couch sensing in wearable devices for monitoring infectious disease's social distance compliance. 349-355 - Fei Xie
, Xiaoliang Gong
, Zhenghao He
, Tongqi Wu
, Yan Lu
, Mohan Zhao
:
Alzheimer's Disease Early Diagnosis Based on Resting-State Dynamic Functional Connectivity. 356-361 - Vhydie G. Christianto
, Erna Hikmawati
, Kridanto Surendro
:
Development of IT Equipment Management Methodology based on Carbon Emission and End-of-Life Period with A Design Thinking Approach: Case Study: Bandung Institute of Technology. 362-367 - Junyan Qiu
, Haidong Zhang
, Yiping Yang
:
Learning to Correct Erroneous Words for Document Grounded Conversations. 368-373
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