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AICCC 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
Developing a Hybrid Neural Network for Part-Of-Speech Tagging and Named Entity Recognition. 7-13 - Heng Zhang
Understanding SyncMap's Dynamics and Its Self-organization Properties: A Space-time Analysis. 14-20 - Farhad Aydinov
Investigation of Automatic Part-of-Speech Tagging using CRF, HMM and LSTM on Misspelled and Edited Texts. 21-28 - Jae-Chang Shim
PCB Micro-Soldering Status Inspection System Research based on Deep Learning. 29-33 - Hung-Hsiang Wang
Car Types and Semantics Classification Using Weka. 34-41
Session II - Data Model and Calculation Analysis
- Aya Elouali
Similarity-based data transmission reduction solution for edge-cloud collaborative AI. 42-48 - Othmane Dahi
Microservices Containerization in SBCs (Single Board Computers): A Cloud Edge Computing Approach. 49-58 - Kittisak Kerdprasop
Food Production Forecasting with Time Series and Ensemble Modeling Methods. 59-65 - Tshewang Phuntsho
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
Research on the big data collection mode of consumers for innovative products and brand value factors. 73-77 - Isara Soisom
The Search for Areas with High Solar Energy Based on Clustering Analysis. 78-82
Session III - Image Detection and Identification Method
- Ziwei Tian
The drone detection based on improved YOLOv5. 83-89 - Feng Wu
Faster-RCNN Based Cloud Region Recognition Algorithm for Single Images. 90-95 - Saba Baloch
Affect recognition using simplistic 2D skeletal features from the upper body movement. 96-102 - Awatef Salem Balobaid
Support Vector Machine based Handwritten Letters and Digits Recognition using Deep Learning. 103-110 - Junaid Khan
An efficient CNN-based Automated Leukemia diagnosis Using microscopic blood smear images and Subtypes Classification. 111-116 - Khyle Aaron Goneda Montebon
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
Effects of transfer learning for handwritten digit classification in a small training sample size situation. 123-127 - Yingxian Chen
Real-time Pose Estimation in Mobile with Dense Upsampling Convolution. 128-134 - Hae-Chun Chung
C-SupConGAN: Using Contrastive Learning and Trained Data Features for Audio-to-Image Generation. 135-142 - Ali Reza Sajun
Exploring Semi-Supervised Learning for Camera Trap Images from the Wild. 143-149 - Allan Magno Pecundo
Amyotrophic Lateral Sclerosis and Post-Stroke Orofacial Impairment Video-based Multi-class Classification. 150-157 - Yuran Ru
Multi-Modal Depression Detection Based on High-Order Emotional Features. 158-164 - Hung-Hsiang Wang
Analyzing Design Typicality by Image Classification with Deep Learning. 165-170 - Yoshihiro Mitani
An evaluation of classifiers for reading resistor colors. 171-174
Session V - New Generation AI Technology and Application
- Caroline Lövqvist
Crafting tasteful experiences: Designing artificial intelligence and voice user interfaces for home delivery contexts. 175-189 - Chongchong Yu
Endangered Tujia language Speech Recognition Research based on Audio-Visual Fusion. 190-195 - Öznur Esra Par
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
A multimodal sentiment recognition method based on attention mechanism. 213-220 - Ke Liu
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
Discussion on Designing the Service Path of Humanoid Robots. 235-239 - Alvin Gorom Usigan
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
Understanding SyncMap: Analyzing the components of Its Dynamical Equation. 246-254 - Jhon Bryan J. Cantil
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
Implementation of a Liquefied Petroleum Gas Leakage Detection System. 263-269 - Sasmoko
Artificial Intelligence Usability Evaluation of Entrepreneurial Mindfulness Application. 270-274 - Malinka Ivanova
Reinforcement Learning at Design of Electronic Circuits: Review and Analysis. 275-284 - John IO Ojo
Review of Animal Remote Managing and Monitoring System. 285-291
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