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ORCIDAICCC 2024: Tokyo, Japan
- Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference, AICCC 2024, Tokyo, Japan, December 14-16, 2024. ACM 2024, ISBN 979-8-4007-1792-5
Session I - Machine Learning Theory And System Mode
- Pagamalueang Nakfon
, Wuttinan Nunkaew:
A Fuzzy Inference System-Based Multi-Criteria Inventory Classification with Three-Sigma Control Limits. 1-9 - Michael Zirpoli, Yuyan Yi, Shu-Chin Lin, Linqiang Ge, Jingyi Zheng:
Towards Classification of Covariance Matrices via Bures-Wasserstein-Based Machine Learning. 10-18 - Nattapon Wongngern, Busaba Phruksaphanrat:
Enhancing Process Yield Though Quality Prediction Using Machine Learning Techniques. 19-25 - Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Waleed Jmoona, Ricky Stanley D'Cruze, Alexandre Veyrie, Sara Kebir, Christophe Hurter:
Role of Multi-modal Machine Learning, Explainable AI and Human-AI Teaming in Trusted Intelligent Systems for Remote Digital Towers. 26-35 - Hiroyuki Arai:
Braille Block Recognition with Deep Learning Utilizing Autocorrelation Map. 36-42 - Meiyi Yang, Zilin Ding, Xiaomin Wang:
Self-Supervised Feature Transmission for improving Supervised Representations. 43-51
Session II - Software and Information System Development
- Chailikhit Pukkham, Wuttinan Nunkaew:
A Multi-Criteria Decision Making Based on Fuzzy Inference System for Supplier Selection and Order Allocation Problems: A Case Study of Hard Disk Drive Manufacturer. 52-60 - Dmitriy Levonevskiy, Anna I. Motienko:
Modeling and evaluating the operation of smart medical wards during monitoring and treatment of patients. 61-67 - Marrisa Kimaporn, Wuttinan Nunkaew:
A Systematic Combination Approach Based on Fuzzy Inference System and Grey Relational Analysis for Evaluating and Prioritizing Online Food Delivery Platforms in Thailand. 68-76 - Venkata Satya Sai Ajay Daliparthi, Kurt Tutschku, Nurul Momen, Miguel de Prado, Margaux Divernis, Nuria Pazos Escudero, Jean-Marc Bonnefous:
A License Management System for Collaborative AI Engineering. 77-86 - Pei-Chun Lin, Chen-Yu Yu, Eric Odle:
Prototype for a Personalized Music Recommendation System Based on TL-CNN-GRU Model with 10-Fold Cross-Validation. 87-94 - Dapeng Wu, Zhengmiao Huang, Ziqi Xi, Xinling Jin, Yi Yan, Xiaoliang Gong:
A Novel Music Recommendation System Based On Individual Emotion. 95-100
Session III - Computer Model and Intelligent Algorithm
- YingShuai Wang, Yanli Wan, Qingkun Chen, Xingyun Lei, Yan Wang, Guoqiang Sun, Xiaoze Li, Hongpu Hu:
An Improved Infectious Disease Risk Prediction Model Based on Attention Mechanism. 101-113 - Donna Q. Fernando, Melvin A. Ballera:
Balancing Efficiency and Accuracy: A Hybrid Approach to Solving the 0/1 Knapsack Problem. 114-119 - Bhagiradh Kantheti, Carlos A. Paz de Araujo:
Confidential Trends: Assessing the Feasibility of Transformers in Private Time Series Forecasting. 120-131 - Hongpu Hu, Yingshuai Wang, Yanli Wan, Xingyun Lei, Liqin Xie, Xiaoze Li, Guoqiang Sun, Jian Li, Jianhong Yao:
A Study on Top-level Design and Implementation Pathway of Intelligent Primary Medical and Health Services. 132-141 - Xiaogang Zhao, Zitong Pu, Hai Shen, Yiwei Dang, Jun Hou, Yizhou Yuan, Yan Li:
Research on the Identification Methods of Consumer Hidden Needs and Recommendation Strategies. 142-149 - Xiaogang Zhao, Yan Li, Hai Shen, Yiwei Dang, Jun Hou, Yizhou Yuan, Zitong Pu:
A Study on Accurate Classification of Online Brand Community Users Based on Consumer Trust. 150-158 - Zehui Li, Heming Liu:
SRIE: Sexual differentiation mechanism of lampreys and its impact on ecosystem stability. 159-166
Session IV - Intelligent Detection Model and Application
- Juan Ryan Gabriel Marila Cunanan, Duraemond Ocbian Baluyot, Matthew Cypres Yu Gatdula, Criselle Jose Centeno, Mark Christopher R. Blanco, Jethro L. San Diego:
VGuard: Development of Mobile Real-Time Vehicle Damage Detection Application with Image Recognition using YOLOv8. 167-172 - James Vincent Bacus, Caitlin Mariel Lindsay, Christian Maderazo, Gerard Ompad:
Detecting Diseases in Corn through Convolutional Neural Network Architectures and Ensemble. 173-179 - Somkiat Tangjitsitcharoen, Jettanong Klaewsongkram:
Development of enumerator on Android Platform for Counting ELISpot. 180-188 - Yuta Inoue, Rebeka Sultana, Yosuke Nishino, Ikuko Shimizu:
Enhancing Daytime Train Image Detection with YOLOv8 through Data Augmentation Techniques. 189-193 - Sensen Wang, Yuehu Liu:
Online Action Detection via Temporal Dependency Modeling with Semantics Embedding. 194-201 - Hyunjin Jo, Byung Wook Kim:
Ablation Study of Attention Modules integrated with Deep Learning Networks for Ship Detection. 202-207 - Tatsuya Yamazaki:
Flower Detection and Distance Estimation by a Monocular Camera for Automatic Pollination of Pears. 208-214
Session V - Image Computing Model and Image Reconstruction
- Wei Lun Tey, Sing Yee Chua, Mau-Luen Tham, Yeong-Nan Phua:
Fourier Single Pixel Imaging Reconstruction using Deep Image Prior. 215-221 - May Thet Tun, Yosuke Sugiura, Tetsuya Shimamura:
LiteAttentionNet: Lightweight Attention Model for Underwater Image Enhancement. 222-228 - Jingyi Huang, Edgar Simo-Serra:
Image Memorability Manipulation with Intermediate Guided Diffusion. 229-236 - Tomás Fiala, Muto Meilan, Rebeka Sultana, Radim Sára, Ikuko Shimizu:
Empirical Analysis of Image-Based 3D Reconstruction Technique for Museum Artifacts Incorporating Artificial Features. 237-243 - Boqi Wu, Ulrich Jung, Hasan Tercan:
HRSTA: A Pipeline for Reference-Based High-Resolution Skin Tone Adjustment. 244-250 - Chirattikan Srisook:
Evaluating the Correlation Between Intertrigonal Distance and Anterior Mitral Leaflet Height for Predicting Mitral Annulus Shape Using 3D Modeling. 251-255 - Chenning Kang, Yonghong Song, Pengcheng Guo:
LHE-PSN: A Photometric Stereo Network with Lightweight High-frequency Enhancement Module. 256-263 - Heejeong Kim, Tomohiro Reo, Hiroyuki Kudo:
A Fast Statistical Image Reconstruction Method for Spectral Photon-Counting CT. 264-268
Session VI - Intelligent Image Processing and Artificial Intelligence Application Technology
- Aoran Li, Hong Liu:
Enhancing Autonomous Driving Safety Model through PRDQN and Zero-Shot segmentation in Real-Time Traffic Scenarios. 269-277 - Charles T. Catacutan, Keith M. Pama, Zilloh R. Punzalan, Criselle J. Centeno, Jethro L. San Diego, Raymund M. Dioses:
CogniGun: IOT - Integrated Firearm Safeguarding with YOLOv9 Algorithm for Forensic Analysis. 278-284 - Jaeil Kim, Jeong-Mee Moon, Taeseung Hwang, Sangmin Yoo, Seongsoo Park:
Predicting Coding Parameters for Video Coding in Cloud-Based Transcoding Systems. 285-291 - Tianze Huang, Yan Qian, Gaofei Sun, Jiahao Yu, Zhenjiang Qian, Feng Li, Xiaobing Xian:
ESPCA: An Efficient Spatial-Sensitive Partial Channel Attention Mechanism in CNNs. 292-298 - Chang-Hsing Lee, Jau-Ling Shih, Wen-Li Su, Cheng-Chang Lien, Chin-Chuan Han:
Combination of Global Maximum Pooling and Local Average Pooling for Unsupervised Fine-Grained Image Retrieval. 299-307 - Zhenjiang Li, Jiajun Zhou:
Advanced Liver Tumor Detection in Abdominal CT Scans Using Modified YOLOv8. 308-314 - Guiyuan Xie, Chensheng Yi, Jin Zhan, Weijian Li, Jiacheng Qiu, Weili Tian, ZhaoKang Guan:
Self-similarity Enhancement Via Shape-embedding For Few-shot Counting. 315-322 - Souraja Kundu, Saket Singh, Yuji Iwahori:
Emotion-Guided Image to Music Generation. 323-330 - Takumi Shirahama, Keisuke Kameyama:
Inheritance of Attention Region in Model Compression by Distillation in Image Classification. 331-337 - Rinka Kiriyama, Akio Sashima, Ikuko Shimizu:
Token selection using Grad-CAM in Vision Transformer to reduce computational costs. 338-343 - Liujian Li, Huaxiang Zhang, Li Liu, Xinfeng Dong, Shengtang Guo:
Temporal-aware Bidirectional Attention Network for Video-Text Retrieval. 344-352
Session VII - Next Generation Artificial Intelligence Theory and Application Technology
- Mariam Moufaddal, Asmaa Benghabrit, Abderahman Kriouile, Oumaima Dali:
Leveraging Innovative Technologies and Risk Management Strategies for Smart, Sustainable Warehouses: A Cyber-Physical Systems Case Study in SMEs. 353-360 - Yusuke Nozaki, Shu Takemoto, Masaya Yoshikawa:
Adversarial Examples for Field Programmable Gate Array based AI Module. 361-365 - Tian Yuan:
Optimization of AI large models for scientific research. 366-371 - Chi In Chang, Wan-Chong Choi, Iek Chong Choi:
Challenges and Limitations of Using Artificial Intelligence Generated Content (AIGC) with ChatGPT in Programming Curriculum: A Systematic Literature Review. 372-378 - Bingjie Huang, Qingyi Lu, Shuaishuai Huang, Xueshe Wang, Haowei Yang:
Multi-modal clothing recommendation model based on large model andVAEenhancement. 379-385 - Metouole Mwinbe Yves Ghislain Somda, Othmane Tahar, Thierry Kondengar, Rodrique Kafando, Mamadou Ba, Samuel Ouya, Gervais Mendy:
Eco-Friendly AI-Based Classification System for Payment Card Support Tickets. 386-391 - Minnu Malieckal, Anjula Gurtoo, Rupsa Majumdar:
Data Pricing for Data Exchange: Technology and AI. 392-401 - Ting-Sheng Weng, Ting-Hsuan Lin, Jin-Suei Zheng, Yu-Chien Chen:
Exploring the Effectiveness of AI Virtual Humans in Digital Marketing. 402-408
Session VIII - Semantic Analysis and Natural Language Processing
- Ria A. Sagum, Janelle Kyra Ambrocio Sagum:
Parallel Ensemble Approach for Named Entity Recognition in Filipino Text. 409-413 - Yifan Zhu, Hanping Hou, Wei Zhou, Ruiyang Qi, Qiuxia Zhang, Shiyu Jiang:
Application of PCA-Whitening Enhanced BERT for Chinese Semantic Understanding in Short Text Product Name Classification. 414-422 - Bruno Rucy Lima Carneiro Alves De, Merlin Kramer, Victor Henrique Cabral Pinheiro:
Distributed Incremental Ontology Reasoning over Dynamic T-boxes. 423-428 - Xiaojing Fan, Chunliang Tao:
Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness. 429-436 - Ria A. Sagum:
Automated Translation between Bicolano and Tagalog using Transfer-Based Model. 437-440
Session IX - Blockchain Theory and Information Security
- Duc Bui Tien, Khiem Huynh Gia, Trung Phan Hoang Tuan:
Enhancing Transparency and Traceability in Handicrafts Supply Chains Using Blockchain and NFTs. 441-448 - Wenbing Zhao, Xiong Luo:
Layer 2 Blockchains: An Introduction. 449-456 - Duc Bui Tien, Nam Tran Ba, Khanh Vo Hong:
Cross-Chain Blockchain Voting System with NFT-Based Authentication. 457-464 - Chansiri Singhtaun, Suriya Natsupakpong, Pollakrit Lorprasertkul:
Ergonomic Risk Assessment Using Human Pose Estimation with MediaPipe Pose. 465-471 - Aminata Sabané, Tegawendé F. Bissyandé:
ChatGPT Does Not Understand Moore. 472-476 - Jianuo Lei, Hang Ouyang, Yang Tan, Qing Li, Haolan Wang, Kaixin Deng:
Enhancing the AlphaGo Zero Algorithm Through Kolmogorov-Arnold Networks. 477-485 - Shu Takemoto, Yusuke Nozaki, Masaya Yoshikawa:
SuperSonic Glitch Physical Unclonable Function for Encryption and Device Authentication. 486-490 - Duc Bui Tien, Bang Khanh Le, Triet M. Nguyen:
A Blockchain-Based Framework for Managing Electronic Health Records of Farm Animals. 491-499
Session X - Digital Education and Learning Model Based on Data Model
- Mariah Carmella Panlilio Santander, Catherine Nicole Merilles Perez, Falve James Singgit Bucasas, Criselle Jose Centeno, Ariel Antwaun Rolando Cortez Sison, Jethro L. San Diego:
MHSLEARN: E-Learning System with Functional Literacy Test and Automatic Speech Recognition Technology for Manila High School. 500-505 - Yingxin Gao, ZhiWen Zhang, Lei Guo:
A New Cross-Cultural Exploration of English Loose and Tight Vowel Listening Ability of Han and Uyghur College Students by AI Fusion of Deep Learning and Big Data under the E-Prime Platform. 506-512 - Mohamad Ariffin Abu Bakar, Ahmad Termimi Ab Ghani, Mohd Lazim Abdullah:
Unlocking Insights into Mathematics Learning Proficiency: A Data-driven Approach with ANFIS and Data Mining. 513-523 - Mary Chaylze R. Ignacio, Lionel Ray C. Purugganan, Rhiyen Lee Soriano, Criselle J. Centeno, Jethro L. San Diego, Mark Anthony S. Mercado:
An Educational Mobile Application Game For Children With Double Deficit Dyslexia Using Multisensory Orton-Gillingham Activity. 524-530 - Lu Huang:
Research on the evaluation system of rural distance education system under the background of information technology. 531-538
Session XI - Complex System Anomaly Detection and Methods
- Brian S. Mitchell, Spiros Mancoridis, Jainam Kashyap:
On the Automatic Identification of Misconfiguration Errors in Cloud Native Systems. 539-548 - Kewei Ren, Chun-Hsing Ho:
Enhancing Anomaly Detection in Cycling Paths Using a Hybrid LSTM-VQ-VAE Deep Learning Model. 549-554 - Brian S. Mitchell, Ansh Chandnani, John Carter, Danai Roumelioti, Spiros Mancoridis:
Malware Detection in Cloud Native Environments. 555-564 - Haya Alharthi, Suhair Alshehri, Manal Kalkatawi:
Revolutionizing IoT Security: A Blockchain and Federated Learning-Based Anomaly Detection System. 565-572 - Priyabrata Thatoi, Rohit Choudhary, Anto Lourdu Xavier Raj Arockia Selvarathinam, S. David Samuel Azariya, Kamarul Hasan:
Towards Intelligent NICU Monitoring: Real-Time Anomaly Detection in Vital Signs Using Deep Learning Models. 573-582
Session XII - Data Communication and Signal Analysis
- Nghia Phan Duc, Hoa Doan Nguyen Thanh:
MOGA-Based Multi-Objective Optimization for Edge Computing Resource Allocation. 583-587 - Yu-Chi Lin, Azmatullah Khan, Sirapop Nuannimnoi, Milzam Wafi Azhar, Gnangze Elie Gildas Traore, Zheng-Ru Wen, Ching-Yao Huang:
Design and Development of Energy-efficient Edge AI Models for 12-lead ECG Diagnosis System in Rural Areas. 588-595 - Arzaan Kankudti, Yaxin Bi:
Generating Swarm Satellite Data using LSTM and GAN-based models for Detecting Seismic Precursors. 596-602 - Tuan. Dang Thanh, Duc. Mai Xuan, Hieu Ha Quang, Trung Phan Quoc, Khang Nguyen Van:
Analysis of Connectivity Data in Shanghai Telecom Network for Service Optimization. 603-607 - Haesik Kim:
Network Traffic Prediction Using Gradient Boosting Ensemble Method. 608-614 - Robert Dilworth:
Cloud Computing and Security: An Overview of Vulnerabilities, Cyber Attacks, and AI-Driven Solutions. 615-626 - Hoa Doan Nguyen Thanh, Phat Truong Quang, Duy Hoang Khuong, Tri Nguyen Duc:
Study on Edge Server Placement using Data Clustering Approach. 627-631 - Dongfang Shang, Chen Zhang, Jiang Wang:
A New M-Ddpg Algorithm for Computing Task Scheduling and Resource Allocation in Edge Environments. 632-638 - Robert Dilworth:
Advancements and Challenges in Cloud Computing: Multi-Cloud Management, Security, and AI-Driven Threat Mitigation. 639-645
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