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ORCID35th IEA/AIE 2022: Kitakyushu, Japan
- Hamido Fujita
, Philippe Fournier-Viger, Moonis Ali, Yinglin Wang:
Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence - 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, Kitakyushu, Japan, July 19-22, 2022, Proceedings. Lecture Notes in Computer Science 13343, Springer 2022, ISBN 978-3-031-08529-1
Industrial Applications
- Nikolai West, Jörn Schwenken, Jochen Deuse:
Comparative Study of Methods for the Real-Time Detection of Dynamic Bottlenecks in Serial Production Lines. 3-14 - Meirong Ding, Hang Zhang, Biqing Zeng, Gaoyan Cai, Yuan Chai, Wensheng Gan:
Ultra-short-Term Load Forecasting Model Based on VMD and TGCN-GRU. 15-28 - Ying Excell, Sebastian Link:
Learning to Match Product Codes. 29-41 - Yangyi Pu, Hongyang Yu:
ResUnet: A Fully Convolutional Network for Speech Enhancement in Industrial Robots. 42-50 - Min Zhu, Bingqing Shen, Yan Sun, Chongyu Wang, Guoxin Hou, Zhijie Yan, Hongming Cai:
Surface Defect Detection and Classification Based on Fusing Multiple Computer Vision Techniques. 51-62 - Takuto Sakuma, Minami Watanabe, Koya Ihara, Shohei Kato:
Development of a Multiagent Based Order Picking Simulator for Optimizing Operations in a Logistics Warehouse. 63-73
Health Informatics
- Cong-Han Zheng, Ping-Yu Hsu, Ming-Shien Cheng, Ni Xu, Yu-Chun Chen:
Predicting Infection Area of Dengue Fever for Next Week Through Multiple Factors. 77-88 - Yuxi Liu, Shaowen Qin:
Hospital Readmission Prediction via Personalized Feature Learning and Embedding: A Novel Deep Learning Framework. 89-100 - Shengshan Chen, Hou-Tsan Lee, Tun-Wen Pai, Chao-Hung Wang:
Intelligent Medical Interactive Educational System for Cardiovascular Disease. 101-111 - Hassen Louati, Slim Bechikh, Ali Louati, Abdulaziz Aldaej, Lamjed Ben Said:
Evolutionary Optimization for CNN Compression Using Thoracic X-Ray Image Classification. 112-123 - Peisong Zhang, Zhijin Wang, Guoqing Chao, Yaohui Huang, Jingwen Yan:
An Oriented Attention Model for Infectious Disease Cases Prediction. 124-136 - Mingzhao Wang, Weiliang Jiang, Juanying Xie:
The Differential Gene Detecting Method for Identifying Leukemia Patients. 137-146 - Yuxi Liu, Shaowen Qin, Zhenhao Zhang:
Epidemic Modeling of the Spatiotemporal Spread of COVID-19 over an Intercity Population Mobility Network. 147-159 - Anh T. Huynh, Van-Dung Hoang, Sang Vu, Trong T. Le, Hien D. Nguyen:
Skin Cancer Classification Using Different Backbones of Convolutional Neural Networks. 160-172 - Nguyen Van-Binh, Nguyen Thai-Nghe:
Cardiovascular Disease Detection on X-Ray Images with Transfer Learning. 173-183 - Xing Wu, Jingwen Li, Quan Qian, Yue Liu, Yike Guo:
Causal Reasoning Methods in Medical Domain: A Review. 184-196
Optimization
- Shengqi Dai, Vincent W. L. Tam, Zhenglong Li, Lawrence K. Yeung:
Enhancing a Multi-population Optimisation Approach with a Dynamic Transformation Scheme. 199-210 - Liwen Zhang, Hervé Pingaud, Elyes Lamine, Franck Fontanili, Christophe Bortolaso, Mustapha Derras:
A Model Driven Approach to Transform Business Vision-Oriented Decision-Making Requirement into Solution-Oriented Optimization Model. 211-225 - Bui Quoc Trung, Le Minh Duc, Bui Thi Mai Anh:
A Hybrid Approach Based on Genetic Algorithm with Ranking Aggregation for Feature Selection. 226-239 - Bui Thi Mai Anh, Nguyen Thi Thu Trang, Tran Thi Dinh:
A Novel Type-Based Genetic Algorithm for Extractive Summarization. 240-252 - Mohd Ghazali Mohd Hamami, Zool Hilmi Ismail:
Dragonfly Algorithm for Multi-target Search Problem in Swarm Robotic with Dynamic Environment Size. 253-261
Video and Image Processing
- Amin Honarmandi Shandiz, László Tóth:
Improved Processing of Ultrasound Tongue Videos by Combining ConvLSTM and 3D Convolutional Networks. 265-274 - Kosuke Honda, Hamido Fujita, Masaki Kurematsu:
Improvement of Text Image Super-Resolution Benefiting Multi-task Learning. 275-286 - Bong-Min Kim, Seong-Bae Park:
Question Difficulty Estimation with Directional Modality Association in Video Question Answering. 287-299
Natural Language Processing
- Phuong Nguyen, Tung Le, Thanh-Le Ha, Thai Dang, Khanh Tran, Kim Anh Nguyen, Nguyen Le Minh:
Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates. 303-314 - Claudio Tomazzoli, Simone Scannapieco, Matteo Cristani:
Forensic Analysis of Text and Messages in Smartphones by a Unification Rosetta Stone Procedure. 315-326 - Camille Gosset, Mokhtar Boumedyen Billami, Mathieu Lafourcade, Christophe Bortolaso, Mustapha Derras:
Relation-Level Vector Representation for Relation Extraction and Classification on Specialized Data. 327-338 - Ping Zhu, Chuanyang Gong, Zhihua Wei:
SAKE: A Graph-Based Keyphrase Extraction Method Using Self-attention. 339-350 - Hai-Nam Cao, Duc-Thai Do, Viet-Trung Tran, Tuan-Dung Cao, Young-In Song:
Synonym Prediction for Vietnamese Occupational Skills. 351-362 - Ha-Thanh Nguyen, Le-Minh Nguyen, Ken Satoh:
A Survey of Pretrained Embeddings for Japanese Legal Representation. 363-369 - Bach Hoang Tien Nguyen, Dung Manh Nguyen, Trang Thi Thu Nguyen:
Machine Reading Comprehension Model for Low-Resource Languages and Experimenting on Vietnamese. 370-381 - Ian H. J. Ho, Hui-Ngo Goh, Yi-Fei Tan:
Inducing a Malay Lexicon from an Unlabelled Dataset Using Word Embeddings. 382-394
Agent and Group-Based Systems
- Azise Oumar Diallo, Guillaume Lozenguez, Arnaud Doniec, René Mandiau:
Agent-Based Intermodal Behavior for Urban Toll. 397-408 - Juan Miguel Tapia García, Francisco Chiclana, Maria José del Moral, Enrique Herrera-Viedma:
Entropy Based Approach to Measuring Consensus in Group Decision-Making Problems. 409-415 - Alia Maaloul, Houssem Eddine Nouri, Zied Trifa, Olfa Belkahla Driss:
Adaptation of HMIs According to Users' Feelings Based on Multi-agent Systems. 416-428
Pattern Recognition
- Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila:
A Generalized Inverted Dirichlet Predictive Model for Activity Recognition Using Small Training Data. 431-442 - David Johnson, Tony Gwyn, Letu Qingge, Kaushik Roy:
Deepfake Detection Using CNN Trained on Eye Region. 443-451 - Jeffrey J. Hernandez V., Rodney Dejournett, Udayasri Nannuri, Tony Gwyn, Xiaohong Yuan, Kaushik Roy:
Face Authentication from Masked Face Images Using Deep Learning on Periocular Biometrics. 452-459 - Chun-Hao Chen, Yi-Chen Yang, Jerry Chun-Wei Lin:
An Optimization Algorithm for Extractive Multi-document Summarization Based on Association of Sentences. 460-469 - Vipul Chhabra, R. Uday Kiran, Juan Xiao, P. Krishna Reddy, Ram Avtar:
A Spatiotemporal Image Fusion Method for Predicting High-Resolution Satellite Images. 470-481
Security
- Shilan S. Hameed, Ali Selamat, Liza Abdul Latiff, Shukor Abd Razak, Ondrej Krejcar:
WHTE: Weighted Hoeffding Tree Ensemble for Network Attack Detection at Fog-IoMT. 485-496 - Do Nguyet Quang, Ali Selamat, Lim Kok Cheng, Ondrej Krejcar:
An Improved Ensemble Deep Learning Model Based on CNN for Malicious Website Detection. 497-504 - Mansi Bhavsar, Kaushik Roy, Zhipeng Liu, John C. Kelly, Balakrishna Gokaraju:
Intrusion-Based Attack Detection Using Machine Learning Techniques for Connected Autonomous Vehicle. 505-515 - Chandlor Ratcliffe, Biodoumoye George Bokolo, Damilola Oladimeji, Bing Zhou:
Detection of Anti-forensics and Malware Applications in Volatile Memory Acquisition. 516-527 - Attila Mester, Zalán Bodó:
Malware Classification Based on Graph Convolutional Neural Networks and Static Call Graph Features. 528-539
Modelling and Diagnosis
- Franz Wotawa, Vlad Andrei Dumitru:
The Java2CSP Debugging Tool Utilizing Constraint Solving and Model-Based Diagnosis Principles. 543-554 - Abdelhakim Baouya, Samir Ouchani, Saddek Bensalem:
Formal Modelling and Security Analysis of Inter-Operable Systems. 555-567
Social Network Analysis
- Huyen Trang Phan, Ngoc Thanh Nguyen, Dosam Hwang:
Content-Context-Based Graph Convolutional Network for Fake News Detection. 571-582 - Cuong T. V. Nguyen, Anh M. Tran, Thao Nguyen, Trung T. Nguyen, Binh T. Nguyen:
Multi-class Sentiment Classification for Customers' Reviews. 583-593
Transportation and Urban Applications
- Kazuki Tejima, Minh-Son Dao, Koji Zettsu:
MM-AQI: A Novel Framework to Understand the Associations Between Urban Traffic, Visual Pollution, and Air Pollution. 597-608 - Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Bing Wang:
Two-Stage Traffic Clustering Based on HNSW. 609-620 - Christoph Wehner, Francis Powlesland, Bashar Altakrouri, Ute Schmid:
Explainable Online Lane Change Predictions on a Digital Twin with a Layer Normalized LSTM and Layer-wise Relevance Propagation. 621-632 - Emanuele Adorni, Anastasiia Rozhok, Roberto Revetria, Sergey Suchev:
An Agenda on the Employment of AI Technologies in Port Areas: The TEBETS Project. 633-647 - Elhem Elkout, Olfa Belkahla Driss:
Modelling and Solving the Green Share-a-Ride Problem. 648-658 - Yaa Takyiwaa Acquaah, Balakrishna Gokaraju, Raymond C. Tesiero, Kaushik Roy:
Machine Learning Techniques to Predict Real Time Thermal Comfort, Preference, Acceptability, and Sensation for Automation of HVAC Temperature. 659-665
Neural Networks
- Ryotaro Kamimura, Ryozo Kitajima:
Serially Disentangled Learning for Multi-Layered Neural Networks. 669-681 - Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far:
Detecting Use Case Scenarios in Requirements Artifacts: A Deep Learning Approach. 682-694 - Sidharrth Nagappan, Hui-Ngo Goh, Amy Hui-Lan Lim:
Hybrid Deep Neural Networks for Industrial Text Scoring. 695-706 - Isaac Tonkin, Geoff Harris, Volodymyr Novykov:
Benchmarking Training Methodologies for Dense Neural Networks. 707-713 - Yoshihiro Osakabe, Akinori Asahara:
Proposing Novel High-Performance Compounds by Nested VAEs Trained Independently on Different Datasets. 714-722
Clustering
- Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García:
Monotonic Constrained Clustering: A First Approach. 725-736 - Ti-Hon Nguyen, Thanh-Nghi Do:
Extractive Text Summarization on Large-scale Dataset Using K-Means Clustering. 737-746 - José Ramón Trillo, Ignacio Javier Pérez, Enrique Herrera-Viedma, Juan Antonio Morente-Molinera, Francisco Javier Cabrerizo:
Multi-Granular Large Scale Group Decision-Making Method with a New Consensus Measure Based on Clustering of Alternatives in Modifiable Scenarios. 747-758 - Wei Song, Siqi Liu:
Optimal User Categorization from a Hierarchical Clustering Tree for Recommendation. 759-770
Classification
- Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera:
A Preliminary Approach for using Metric Learning in Monotonic Classification. 773-784 - Hai Thanh Nguyen, Quyen Thuc Quach, Chi Le Hoang Tran, Huong Hoang Luong:
Deep Learning Architectures Extended from Transfer Learning for Classification of Rice Leaf Diseases. 785-796 - Joe Brinton, Shota Oki, Xin Yang, Maiko Shigeno:
Height Estimation for Abrasive Grain of Synthetic Diamonds on Microscope Images by Conditional Adversarial Networks. 797-804
Pattern Mining and Tsetlin Machines
- Zhenqiang Ye, Ziyang Li, Weibin Guo, Wensheng Gan, Shicheng Wan, Jiahui Chen:
Fast Weighted Sequential Pattern Mining. 807-818 - Gaojuan Fan, Huaiyuan Xiao, Chongsheng Zhang, George Almpanidis, Philippe Fournier-Viger, Hamido Fujita:
Parallel High Utility Itemset Mining. 819-830 - Hong N. Dao, Penugonda Ravikumar, Palla Likhitha, Bathala Venus Vikranth Raj, R. Uday Kiran, Yutaka Watanobe, Incheon Paik:
Towards Efficient Discovery of Stable Periodic Patterns in Big Columnar Temporal Databases. 831-843 - Svein Anders Tunheim, Rohan Kumar Yadav, Lei Jiao, Rishad A. Shafik, Ole-Christoffer Granmo:
Cyclostationary Random Number Sequences for the Tsetlin Machine. 844-856
Logics and Ontologies
- Rim Mohamed, Zied Loukil, Faïez Gargouri, Zied Bouraoui:
Evolution of Prioritized Eℒ Ontologies. 859-870 - Durgesh Nandini:
A Comparison of Resource Data Framework and Inductive Logic Programing for Ontology Development. 871-876 - Tiroshan Madushanka, Ryutaro Ichise:
MDNCaching: A Strategy to Generate Quality Negatives for Knowledge Graph Embedding. 877-888
Robotics, Games and Consumer Applications
- Volodymyr Novykov, Geoff Harris, Isaac Tonkin:
Application of a Limit Theorem to the Construction of Japanese Crossword Puzzles. 891-897 - Daniela A. Bastidas, Luis F. Recalde, Patricia N. Constante, Víctor H. Andaluz, Dayana E. Gallegos, José Varela Aldás:
Non Immersive Virtual Laboratory Applied to Robotics Arms. 898-906 - Van-Tu Ninh, Manh-Duy Nguyen, Sinéad Smyth, Minh-Triet Tran, Graham Healy, Binh T. Nguyen, Cathal Gurrin:
An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices. 907-919 - Kaiyu Dai, Pengfei Ji, Xiaorui Zuo, Daixin Dai:
WDTourism: A Personalized Tourism Recommendation System Based on Semantic Web. 920-934
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