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ORCID16th ICGEC 2024: Miyazaki, Japan - Volume 1
- Jeng-Shyang Pan, Thi Thi Zin, Tien-Wen Sung, Jerry Chun-Wei Lin
:
Genetic and Evolutionary Computing - Proceedings of the Sixteenth International Conference on Genetic and Evolutionary Computing, August 28-30, 2024, Miyazaki, Japan (Volume 1). Lecture Notes in Electrical Engineering 1321, Springer 2025, ISBN 978-981-96-1530-8
Intersection of Medical Technology, AI, IOT, and Big Data Analysis in Healthcare
- Myat Su Win, Khaing Khaing Wai:
A Secure IoT Network for Healthcare Systems Based on Quantum Key Distribution Protocol and AES Encryption. 3-12 - Prashanth S. Javali, Kavitha Thirumurugan:
Comprehensive Analysis to Understand the Potential of Embelin in Ulcerative Colitis: An Integrated Approach of Weighted Gene Expression Analysis and Random Forest Algorithm. 13-23 - Vernita Priya, Sudhakaran Raja:
Computational Insights into WSSV Virulent Protein Interactions with Perfluorotributylamine from Halmonas Salifodinae. 24-33 - Kaoru Ohe, Miku Furukawa, Tatsuya Oshima:
Adsorption Model Analysis on Semimetal Anions Using Cross-Linking Chitosan Nanofiber Introduced Xylose. 34-43 - Subeka Abraham Gnanadass, Pragasam Viswanathan:
Emerging Horizons in Renal Cell Carcinoma Therapy: Impact of Cuproptosis-Related miRNAs on RCC. 44-53 - Cho Nilar Phyo, Thi Thi Zin, Hiromitsu Hama, Pyke Tin:
A Mathematical Framework for Reinforcement Learning in Healthcare: Modeling and Analysis in Artificial Intelligence. 54-62
Evolutionary Computing in DX
- Mashiro Shimada, Hiroyuki Kamata:
Highly Accurate Image Matching Using Inlier Extraction of Images via Upper Confidence Bound Policy. 65-74 - Peerasak Bunsap, Sinlapachai Senarat, Seree Niyomdecha, Chaninun Pornsuriya, Narit Thaochan:
Molecular Genetic Identification of Cordyceps Javanica PSUC001 and Its Potential Control Strategy of Nilaparvata Lugens (Stål). 75-80 - Soe Kalayar Naing, Tin Thein Thwel:
A Lightweight Approach for Identifying DDoS Attacks Using Boosting Models and Hybrid Feature Selection. 81-92 - Hiroaki Miura, Haruki Omori, Hiroyuki Kamata:
Toward Implementation of Autonomous Navigation with Accelerated Map Generation for High-Accuracy Landing on Unknown Celestial Bodies. 93-103 - Lei Lei Win, Nilar Thein:
GIS-Based Optimal Evacuation Path and Water Resources Finding for Fire Emergency Using Modified A* Algorithm. 104-114 - Taofik Lamsub, Pichaya Tandayya:
A Scalable Architecture for Improving Adaptive Bitrate Streaming Services. 115-124
Image Processing and Computer Vision
- Chun-Chung Cheng, Chih-Peng Fan:
Recognition of Viewer's Gazing Interest with YOLOv7 and SVM Technologies for Smart Advertising Displays. 127-137 - Yuichiro Shimizu, Thi Thi Zin, Masaru Aikawa, Ikuo Kobayashi:
Automated Cattle Identification via Image-Based Ear Tag Recognition. 138-147 - Wai Hnin Eaindrar Mg, Pyke Tin, Masaru Aikawa, Ikuo Kobayashi, Yoichiro Horii, Kazuyuki Honkawa, Thi Thi Zin:
Utilizing Behavioral Features for Predicting Calving Time. 148-159 - San Chain Tun, Pyke Tin, Masaru Aikawa, Ikuo Kobayashi, Thi Thi Zin:
Cattle Lameness Classification Using Cattle Back Depth Information. 160-170 - Su Myat Noe, Thi Thi Zin, Pyke Tin, Ikuo Kobayashi:
From Vision to Vocabulary: A Multimodal Approach to Detect and Track Black Cattle Behaviors. 171-179 - Bo Bo Myint, Thi Thi Zin, Masaru Aikawa, Ikuo Kobayashi, Pyke Tin:
Cattle Lameness Detection Using Leg Region Keypoints from a Single RGB Camera. 180-189 - Aung Si Thu Moe, Thi Thi Zin, Masaru Aikawa, Ikuo Kobayashi:
Automatic Body Temperature Detection in Calves and Alarm System Using Thermographic Camera. 190-198 - Pyae Phyo Kyaw, Pyke Tin, Masaru Aikawa, Ikuo Kobayashi, Thi Thi Zin:
Cow's Back Surface Segmentation of Point-Cloud Image Using PointNet++ for Individual Identification. 199-209
Artificial Intelligence of Things (AIoT) Technology and Applications
- Nopparat Tanmark, Nutt Nuntapong, Naraid Suanyuk, Akkarawit Issaro, Chutima Tantikitti:
Low-Cost Indoor Smart-Aquaculture System for Endangered Species and Some Common Thai Freshwater Fish. 213-222 - Yee Mon Thant, Zin Thu Thu Myint, Chaw Su Htwe:
Detection of Malicious Activities in IoT Network Based on Enhanced Dimensional Feature Reduction and BLSTM. 223-232 - Leona Kimura, Masatoshi Beppu, Satoshi Ikeda, Kaoru Ohe, Makoto Sakamoto:
Depiction of 3DCG Hula Dancers for Hula Costume Design CAD Development. 233-242 - Masatoshi Beppu, Leona Kimura, Kaoru Ohe, Satoshi Ikeda, Makoto Sakamoto:
A Study on Improvement of Operation Accuracy by Viewpoint Switching in VR. 243-253 - Md Shafayet Jamil, Hiroki Tamura:
A Study on the Comparison of Various Preprocessing Methods for Bengali Character Recognition Using Convolutional Neural Network. 254-262
Advanced Meta-Heuristic Optimization Algorithms and Applications
- Theethawat Savastham, Nikom Suvonvorn:
Time-Driven Cost Estimation Learning Model. 265-273 - Trinh-Dong Nguyen, Trong-The Nguyen, Thi-Kien Dao, Thanh-Trong Le, Quang-Ky Le:
Empowering Information Retrieval and Prediction of Socioeconomic Indicators through Knowledge-Driven Data Models. 274-282 - Jiacheng Li, Li Lv, Ping Kang, Xiumei Tian:
Dual-Population-Iterating and Preys-Gathering MPA for XGBoost Optimization. 283-295 - Lan Jiang, Li Lv, Siwei Peng, Haihua Xie:
Feature Intracorrelation and Weighted Mahalanobis Distance for Fuzzy Support Vector Machine. 296-306 - Qiqi Li, Zhuo Liu, Lingyue Meng, Xiaomin Liu, Huaqi Zhao:
UAV Image Matching Based on Graph Neural Network. 307-315
Data Governance and Digital Transformation: Technologies and Applications
- Huan-Chang Lin, Yu-Ching Chuang, Yung-Hsing Peng, Kuo-Chuan Cheng, Hung-Chi Wu, Szu-Hsuan Wang:
Construction and Accuracy Study of Agricultural Machinery Carbon Footprint Verification Model. 319-326 - Dong-Yu Lee, Thanh-Lam Nguyen, Chin-Shiuh Shieh, Mong-Fong Horng, Casper Tsai, Denis Miu:
Detection of Unknown Darknet Traffic with Random Forest. 327-336 - Yu-Xian Lee, Chin-Shiuh Shieh, Mong-Fong Horng, Ying-Chieh Chao, Prasun Chakrabarti:
Multi-class Attack Detection in IoT Using Dimensionality Reduction with Stacked Autoencoders and Classification with Long Short-Term Memory Networks. 337-343 - Xiaohan Mei, Yoichi Kunii:
The Correlation Between Fractal Dimension and Subjective Assessment of Scene Landscape in Game Ghost of Tsushima - from Multi-Ethnic Analysis to Single-Ethnic Analysis. 344-353
Multimedia Data Processing
- Leo Misono, Kenji Muto:
Statistical Analysis of A-weighted Sound Pressure Level for Courtship Song of Robust Cicada in Tokyo 2023. 357-367 - Nwe Nwe Win, Win Pa Pa:
Dependency Parsing Using Recurrent Neural Network on Myanmar Language. 368-378 - Nay Chi Lynn, Tetsuya Shimamura:
Blind Underwater Image Quality Assessment Using Ensemble of Vision Transformer. 379-387 - Kenji Aoki, Takuya Togo, Makoto Sakamoto:
Investigating Visual Illusions in Convolutional Neural Networks Using Spiral Illusion Images. 388-397 - Khant Khant Win Tint, Mie Mie Tin, Thi Thi Zin, Pyke Tin:
Applying Digital Restoration Techniques in Preservation of Ancient Murals Using Diffusion-Based Inpainting. 398-407
Machine Learning and Data Analysis
- Aye Mya Thein, Ah Nge Htwe:
Land Use Land Cover Change Analysis Based on Deep Learning and SVM Classifier Using Geospatial Data (Case Study Mandalay Township). 411-419 - Zan Mo Mo Aung, Myo Khaing:
Context-Aware Personality Recognition from User-Generated Text Using Deep Learning. 420-431 - Thaung Myint Tun, Zaw Tun:
Comparative Performance Analysis of Classification Methods for Educational Data, Rakhine State. 432-441 - Kyu Kyu Win, Yi Yi Hlaing:
MCTR-Relevant Citation Identification of Research Articles Based on Metadata, Content, Theory Congruence and Mention Rates Using Multiple Regression. 442-452 - San Nyein Khine, Zaw Tun, Ye Naing:
Monthly Weather Data Collection and Alert System Using Time Series LSTM Model. 453-462 - Kyaw Kyaw Khaing, Ah Nge Htwe, Andrew Lewis:
A Comparative Analysis of Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) Networks for Forecasting Stock Prices Over a One-Week Horizon at Yangon Stock Exchange. 463-472
Infrastructure and Cloud Computing
- Thet Hsu Aung, Aye Myat Myat Paing:
Impact of Imbalanced Data on Apache Spark. 475-485 - Han Min Myat, Myat Pwint Phyu, Aye Myat Myat Paing:
Towards Infrastructure Automation Using IaC in the Era of GenAI. 486-494 - Chan Min Kyaw, Nwe Nwe Myint Thein:
Evaluating Pipeline Architecture with Apache Kafka and Apache Flink: Data-Driven Architecture. 495-505 - Khin Su Su Wai, Nwe Nwe Myint Thein:
Optimized Block Size Valuation by Blockchain-Based Hyperledger Fabric Network. 506-515 - Khin Pyae Phyo San, Nwe Nwe Myint Thein:
Cloud Cost Prediction with LSTM on Parametric Data. 516-525
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