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ORCIDAICCC 2022: Osaka, Japan
- Proceedings of the 5th Artificial Intelligence and Cloud Computing Conference, AICCC 2022, Osaka, Japan, December 17-19, 2022. ACM 2022, ISBN 978-1-4503-9874-9
Session I - Machine Learning Model and Algorithm
- Yuji Saikai
:
The case for fully Bayesian optimisation in small-sample trials. 1-6 - Joshua Andre Huertas Gonzales, J.-Adrielle Enriquez Gustilo, Glenn Michael Vequilla Nituda, Kristine Mae Monteza Adlaon:
Developing a Hybrid Neural Network for Part-Of-Speech Tagging and Named Entity Recognition. 7-13 - Heng Zhang, Danilo Vasconcellos Vargas:
Understanding SyncMap's Dynamics and Its Self-organization Properties: A Space-time Analysis. 14-20 - Farhad Aydinov, Igbal Huseynov, Sofiya Sayadzada, Samir Rustamov:
Investigation of Automatic Part-of-Speech Tagging using CRF, HMM and LSTM on Misspelled and Edited Texts. 21-28 - Jae-Chang Shim, YeongSeo Ha, Jihee Park, Yeunghak Lee:
PCB Micro-Soldering Status Inspection System Research based on Deep Learning. 29-33 - Hung-Hsiang Wang, Yun-Ya Shen, Yun-Yun Hung:
Car Types and Semantics Classification Using Weka. 34-41
Session II - Data Model and Calculation Analysis
- Aya Elouali, Higinio Mora, Francisco José Mora-Gimeno:
Similarity-based data transmission reduction solution for edge-cloud collaborative AI. 42-48 - Othmane Dahi, Maryem Aboulfoujja, Mohammed Akiour, Bilal Elbouardi, Anass Choukri, Mohamed Riduan Abid:
Microservices Containerization in SBCs (Single Board Computers): A Cloud Edge Computing Approach. 49-58 - Kittisak Kerdprasop, Paradee Chuaybamroong, Nittaya Kerdprasop:
Food Production Forecasting with Time Series and Ensemble Modeling Methods. 59-65 - Tshewang Phuntsho, Tad Gonsalves:
Hybrid of Simplified Small World and Group Counseling Optimization Algorithms with Matured Random Initialization and Variable Insertion Neighborhood Search Technique to Solve Resource Constrained Project Scheduling Problems with Discounted Cash Flows. 66-72 - Xiaohong Yu, Yu-Che Huang:
Research on the big data collection mode of consumers for innovative products and brand value factors. 73-77 - Isara Soisom, Kittisak Kerdprasop, Nittaya Kerdprasop:
The Search for Areas with High Solar Energy Based on Clustering Analysis. 78-82
Session III - Image Detection and Identification Method
- Ziwei Tian, Jie Huang, Yang Yang, Weiying Nie:
The drone detection based on improved YOLOv5. 83-89 - Feng Wu, Xifang Zhu, Chen Wang, Ruxi Xiang, Shanlin Ke, Jiapeng Lu:
Faster-RCNN Based Cloud Region Recognition Algorithm for Single Images. 90-95 - Saba Baloch, Syed Abdul Rahman Syed Abu Bakar, Musa Mohd Mokji, Saima Waseem, Adel Hafeezallah:
Affect recognition using simplistic 2D skeletal features from the upper body movement. 96-102 - Awatef Salem Balobaid, Saahira Banu Ahamed, Shermin Shamsudheen:
Support Vector Machine based Handwritten Letters and Digits Recognition using Deep Learning. 103-110 - Junaid Khan, Kyungsup Kim:
An efficient CNN-based Automated Leukemia diagnosis Using microscopic blood smear images and Subtypes Classification. 111-116 - Khyle Aaron Goneda Montebon, Eric John Galo Emberda:
The Impact of Image Resolution in the training of Generative Adversarial Networks for Violence Detection. 117-122
Session IV - Digital Image Analysis and Calculation
- Yoshihiro Mitani, Naoki Yamaguchi, Yusuke Fujita, Yoshihiko Hamamoto:
Effects of transfer learning for handwritten digit classification in a small training sample size situation. 123-127 - Yingxian Chen, Baoheng Zhang, Wilton W. T. Fok:
Real-time Pose Estimation in Mobile with Dense Upsampling Convolution. 128-134 - Hae-Chun Chung, Jong-Kook Kim:
C-SupConGAN: Using Contrastive Learning and Trained Data Features for Audio-to-Image Generation. 135-142 - Ali Reza Sajun, Imran A. Zualkernan:
Exploring Semi-Supervised Learning for Camera Trap Images from the Wild. 143-149 - Allan Magno Pecundo, Patricia Angela R. Abu, Raphael B. Alampay:
Amyotrophic Lateral Sclerosis and Post-Stroke Orofacial Impairment Video-based Multi-class Classification. 150-157 - Yuran Ru, Ning Geng, Li Li, Hui Wang, Yongxiang Zheng, Zhenhua Tan:
Multi-Modal Depression Detection Based on High-Order Emotional Features. 158-164 - Hung-Hsiang Wang, Yun-Yun Hung, Yun-Ya Shen:
Analyzing Design Typicality by Image Classification with Deep Learning. 165-170 - Yoshihiro Mitani, Wataru Yoshimura, Yoshihiko Hamamoto:
An evaluation of classifiers for reading resistor colors. 171-174
Session V - New Generation AI Technology and Application
- Caroline Lövqvist, Maja Pinter, Montathar Faraon, Victor Villavicencio:
Crafting tasteful experiences: Designing artificial intelligence and voice user interfaces for home delivery contexts. 175-189 - Chongchong Yu, Jiaqi Yu, Zhaopeng Qian, Yuchen Tan:
Endangered Tujia language Speech Recognition Research based on Audio-Visual Fusion. 190-195 - Öznur Esra Par, Ebru Akçapinar Sezer, Hayri Sever:
Application of Artificial Intelligence in Early-Stage Diagnosis of Sepsis. 196-206 - Haoming Wang:
Forecasting Credit Card Defaults Using Light Gradient Boosting Machine with Dart Algorithm. 207-212 - Bo Liu, Jidong Zhang, Yuxiao Xu, Jianqiang Li, Yan Pei, Guangzhi Qu:
A multimodal sentiment recognition method based on attention mechanism. 213-220 - Ke Liu, Lifang Su:
Practical Path of Application of Artificial Intelligence Technology in Vocational Education. 221-228
Session VI - Intelligent Robot Design and Motion Control
- Manukid Parnichkun:
Multiple Robots Path Planning based on Reinforcement Learning for Object Transportation. 229-234 - Ting-Sheng Weng, Chien-Kuo Li, I-Ching Chao:
Discussion on Designing the Service Path of Humanoid Robots. 235-239 - Alvin Gorom Usigan, Ma. Isabela Salomeo, Glan Jazler Lieau Jover Zafe, Criselle Jose Centeno, Ariel Antwaun Rolan Cortez Sison, Andrew Golpeo Bitancor:
Implementation of an Undergraduate Admission Chatbot Using Microsoft Azure's Question Answering and Bot Framework. 240-245
Session VII - Intelligent Monitoring System and Management
- Tham Yik Foong, Danilo Vasconcellos Vargas:
Understanding SyncMap: Analyzing the components of Its Dynamical Equation. 246-254 - Jhon Bryan J. Cantil, Kristine Mae M. Adlaon:
Technology-Enhanced Systemic Quality Assurance with the Aid of Text-Based Emotion Recognition of Facebook Comments for Higher Education Institutions. 255-262 - Kyle Andrey Tajale Dahab, Andrea Nicole Esconde Medina, Mark Anthony Umali Siena, Joseph Darwin Celso Co, Criselle Jose Centeno, Domingo Valenzuela Tanael:
Implementation of a Liquefied Petroleum Gas Leakage Detection System. 263-269 - Sasmoko, Yasinta Indrianti, Angeline:
Artificial Intelligence Usability Evaluation of Entrepreneurial Mindfulness Application. 270-274 - Malinka Ivanova, Anna Rozeva, Angel Ninov, Miona Andrejevic Stosovic:
Reinforcement Learning at Design of Electronic Circuits: Review and Analysis. 275-284 - John IO Ojo, Chunling Tu, Pius A. Owolawi, Shengzhi Du, Deon Du Plessis:
Review of Animal Remote Managing and Monitoring System. 285-291
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