Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices: 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings

Front Matter ....Pages i-xviii
Front Matter ....Pages 1-1
 Question Generation Through Transfer Learning  (Yin-Hsiang Liao, Jia-Ling Koh)....Pages 3-17
 KIDER: Knowledge-Infused Document Embedding Representation for Text Categorization  (Yu-Ting Chen, Zheng-Wen Lin, Yung-Chun Chang, Wen-Lian Hsu)....Pages 18-29
 Discriminative Features Fusion with BERT for Social Sentiment Analysis  (Duy-Duc Le Nguyen, Yen-Chun Huang, Yung-Chun Chang)....Pages 30-35
 Text Sentiment Transfer Methods by Using Sentence Keywords  (Shengwei Hu, Bicheng Li, Kongjie Lin, Rui Wang, Kai Liu)....Pages 36-48
Front Matter ....Pages 49-49
 Path Planning of Mobile Robot Group Based on Neural Networks  (Mikhail Medvedev, Viacheslav Pshikhopov)....Pages 51-62
 Push Recovery and Active Balancing for Inexpensive Humanoid Robots Using RL and DRL  (Amirhossein Hosseinmemar, John Anderson, Jacky Baltes, Meng Cheng Lau, Ziang Wang)....Pages 63-74
 Optimal Control Problem of a Differential Drive Robot  (Luis F. Recalde, Bryan S. Guevara, Giovanny Cuzco, Víctor H. Andaluz)....Pages 75-82
 Optimal Trajectory Tracking Control for a UAV Based on Linearized Dynamic Error  (Christian P. Carvajal, Víctor H. Andaluz, Flavio Roberti, Ricardo Carelli)....Pages 83-96
 Non-linear Control of Aerial Manipulator Robots Based on Numerical Methods  (David F. Grijalva, Jaime A. Alegría, Víctor H. Andaluz, Cesar Naranjo)....Pages 97-107
 Non-linear 3D Visual Control for an Unmanned Aerial Vehicle  (Daniel D. Guevara, Víctor H. Andaluz)....Pages 108-115
 Construction and Control Aerial Manipulator Robot  (Steeven J. Loor, Alan R. Bejarano, Franklin M. Silva, Víctor H. Andaluz)....Pages 116-123
Front Matter ....Pages 125-125
 ConMerge – Arbitration of Constraint-Based Knowledge Bases  (Mathias Uta, Alexander Felfernig)....Pages 127-139
 A Systematic Model to Model Transformation for Knowledge-Based Planning Generation Problems  (Liwen Zhang, Franck Fontanili, Elyes Lamine, Christophe Bortolaso, Mustapha Derras, Hervé Pingaud)....Pages 140-152
Front Matter ....Pages 153-153
 Mathematical Expression Retrieval in PDFs from the Web Using Mathematical Term Queries  (Kuniko Yamada, Harumi Murakami)....Pages 155-161
 Automatic Identification of Account Sharing for Video Streaming Services  (Wei Zhang, Chris Challis)....Pages 162-173
 A Model for Predicting Terrorist Network Lethality and Cohesiveness  (Botambu Collins, Dinh Tuyen Hoang, Dosam Hwang)....Pages 174-185
 S2RSCS: An Efficient Scientific Submission Recommendation System for Computer Science  (Son T. Huynh, Phong T. Huynh, Dac H. Nguyen, Dinh V. Cuong, Binh T. Nguyen)....Pages 186-198
 Improved Grey Model by Dragonfly Algorithm for Chinese Tourism Demand Forecasting  (Jinran Wu, Zhe Ding)....Pages 199-209
 Variable Transformation to a \(2\times 2\) Domain Space for Edge Matching Puzzles  (Thomas Aspinall, Adrian Gepp, Geoff Harris, Bruce James Vanstone)....Pages 210-221
Front Matter ....Pages 223-223
 Using Deep Learning Techniques to Detect Rice Diseases from Images of Rice Fields  (Kantip Kiratiratanapruk, Pitchayagan Temniranrat, Apichon Kitvimonrat, Wasin Sinthupinyo, Sujin Patarapuwadol)....Pages 225-237
 Machine Learning for Water Supply Supervision  (Thomas Schranz, Gerald Schweiger, Siegfried Pabst, Franz Wotawa)....Pages 238-249
 An Enhanced Whale Optimization Algorithm for the Two-Dimensional Irregular Strip Packing Problem  (Qiang Liu, Zehui Huang, Hao Zhang, Lijun Wei)....Pages 250-261
 A Heuristic Approach to the Three Dimensional Strip Packing Problem Considering Practical Constraints  (Qiang Liu, Dehao Lin, Hao Zhang, Lijun Wei)....Pages 262-267
 A Heuristic for the Two-Dimensional Irregular Bin Packing Problem with Limited Rotations  (Qiang Liu, Jiawei Zeng, Hao Zhang, Lijun Wei)....Pages 268-279
 Faster R-CNN Based Fault Detection in Industrial Images  (Faisal Saeed, Anand Paul, Seungmin Rho)....Pages 280-287
 Estimation of Cable Lines Insulating Materials Resource Using Multistage Neural Network Forecasting Method  (Nikolay K. Poluyanovich, Mikhail Yu Medvedev, Marina N. Dubyago, Nikolay V. Azarov, Alexander V. Ogrenichev)....Pages 288-296
Front Matter ....Pages 297-297
 User Grouping and Power Allocation in NOMA Systems: A Reinforcement Learning-Based Solution  (Rebekka Olsson Omslandseter, Lei Jiao, Yuanwei Liu, B. John Oommen)....Pages 299-311
 Deep Learning for QoS-Aware Resource Allocation in Cognitive Radio Networks  (Jerzy Martyna)....Pages 312-323
Front Matter ....Pages 325-325
 Self-understanding Support Tool Using Twitter Sentiment Analysis  (Harumi Murakami, Naoya Ejima, Naoto Kumagai)....Pages 327-332
 Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets  (Yunpeng Zhao, Mattia Prosperi, Tianchen Lyu, Yi Guo, Le Zhou, Jiang Bian)....Pages 333-344
 Many-to-One Stable Matching for Prediction in Social Networks  (Ke Dong, Zengchang Qin, Tao Wan)....Pages 345-356
 A Framework for Detecting User’s Psychological Tendencies on Twitter Based on Tweets Sentiment Analysis  (Huyen Trang Phan, Van Cuong Tran, Ngoc Thanh Nguyen, Dosam Hwang)....Pages 357-372
 Automatic Fake News Detection by Exploiting User’s Assessments on Social Networks: A Case Study of Twitter  (Van Cuong Tran, Van Du Nguyen, Ngoc Thanh Nguyen)....Pages 373-384
Front Matter ....Pages 385-385
 Deep Reinforcement Learning for Foreign Exchange Trading  (Yun-Cheng Tsai, Chun-Chieh Wang, Fu-Min Szu, Kuan-Jen Wang)....Pages 387-392
 Human-Centred Automated Reasoning for Regulatory Reporting via Knowledge-Driven Computing  (Dilhan J. Thilakarathne, Newres Al Haider, Joost Bosman)....Pages 393-406
 Security of Blockchain Distributed Ledger Consensus Mechanism in Context of the Sybil Attack  (Michal Kedziora, Patryk Kozlowski, Piotr Jozwiak)....Pages 407-418
 Reinforcement Learning Based Real-Time Pricing in Open Cloud Markets  (Pankaj Mishra, Ahmed Moustafa, Takayuki Ito)....Pages 419-430
Front Matter ....Pages 431-431
 A New Integer Linear Programming Formulation to the Inverse QSAR/QSPR for Acyclic Chemical Compounds Using Skeleton Trees  (Fan Zhang, Jianshen Zhu, Rachaya Chiewvanichakorn, Aleksandar Shurbevski, Hiroshi Nagamochi, Tatsuya Akutsu)....Pages 433-444
 Computing a Weighted Jaccard Index of Electronic Medical Record for Disease Prediction  (Chia-Hui Huang, Yun-Te Liao, David Taniar, Tun-Wen Pai)....Pages 445-456
 The Differential Feature Detection and the Clustering Analysis to Breast Cancers  (Juanying Xie, Zhaozhong Wu, Qin Xia, Lijuan Ding, Hamido Fujita)....Pages 457-469
 Left Ventricle Segmentation Using Scale-Independent Multi-Gate UNET in MRI Images  (Mina Saber, Dina Abdelrauof, Mustafa Elattar)....Pages 470-477
 Clustering-Based Data Reduction Approach to Speed up SVM in Classification and Regression Tasks  (Adamo Santana, Souta Inoue, Kenya Murakami, Tatsuya Iizaka, Tetsuro Matsui)....Pages 478-488
 AI for Health – Knowledge-Based Generation of Tailor-Made Exercise Plans  (Florian Grigoleit, Peter Struss, Florian Kreuzpointner)....Pages 489-501
Front Matter ....Pages 503-503
 A Multi-phase Iterative Approach for Anomaly Detection and Its Agnostic Evaluation  (Kévin Ducharlet, Louise Travé-Massuyès, Marie-Véronique Le Lann, Youssef Miloudi)....Pages 505-517
 On the Use of Answer Set Programming for Model-Based Diagnosis  (Franz Wotawa)....Pages 518-529
Front Matter ....Pages 531-531
 Consensus-Based Protocol for Distributed Exploration and Mapping  (Zilong Jiao, Jae Oh)....Pages 533-544
 A Real-Time Actor-Critic Architecture for Continuous Control  (Zilong Jiao, Jae Oh)....Pages 545-556
 Action-Based Programming with YAGI - An Update on Usability and Performance  (Thomas Eckstein, Gerald Steinbauer)....Pages 557-569
 A New Approach to Determine 2-Optimality Consensus for Collectives  (Dai Tho Dang, Zygmunt Mazur, Dosam Hwang)....Pages 570-581
 A Decision Support System to Provide Criminal Pattern Based Suggestions to Travelers  (Khin Nandar Win, Jianguo Chen, Mingxing Duan, Guoqing Xiao, Kenli Li, Philippe Fournier-Viger et al.)....Pages 582-587
 Model-Based Decision Support Systems - Conceptualization and General Architecture  (Peter Struss)....Pages 588-600
Front Matter ....Pages 601-601
 Driver License Field Detection Using Real-Time Deep Networks  (Chun-Ming Tsai, Jun-Wei Hsieh, Ming-Ching Chang, Yu-Chen Lin)....Pages 603-613
 Calibration of a Microphone Array Based on a Probabilistic Model of Microphone Positions  (Katsuhiro Dan, Katsutoshi Itoyama, Kenji Nishida, Kazuhiro Nakadai)....Pages 614-625
 How to Handle Head Collisions in VR  (Marek Kopel, Bartłomiej Stanasiuk)....Pages 626-637
 Generation of Musical Scores from Chord Sequences Using Neurodynamic Model  (Koji Masago, Mizuho Amo, Shun Nishide, Xin Kang, Fuji Ren)....Pages 638-648
 Improving Variational Mode Decomposition-Based Signal Enhancement with the Use of Total Variation Denoising  (Krzysztof Brzostowski, Jerzy Świątek)....Pages 649-660
Front Matter ....Pages 661-661
 Colored Petri Net Modeling for Prediction Processes in Machine Learning  (Ibuki Kawamitsu, Morikazu Nakamura)....Pages 663-674
 Enriching the Semantics of Temporal Relations for Temporal Pattern Mining  (Ryosuke Matsuo, Tomoyoshi Yamazaki, Muneo Kushima, Kenji Araki)....Pages 675-685
 Integer Weighted Regression Tsetlin Machines  (Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin)....Pages 686-694
 Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing  (Saeed Rahimi Gorji, Ole-Christoffer Granmo, Sondre Glimsdal, Jonathan Edwards, Morten Goodwin)....Pages 695-708
 Constrained Evolutionary Piecemeal Training to Design Convolutional Neural Networks  (Dolly Sapra, Andy D. Pimentel)....Pages 709-721
 Hierarchical Learning of Primitives Using Neurodynamic Model  (Fusei Nomoto, Tadayoshi Yasuda, Shun Nishide, Xin Kang, Fuji Ren)....Pages 722-731
 Compressing and Interpreting SOM-Based Convolutional Neural Networks  (Ryotaro Kamimura)....Pages 732-744
Front Matter ....Pages 745-745
 A Quality Assessment Tool for Koblenz Datasets Using Metrics-Driven Approach  (Szymon Pucher, Dariusz Król)....Pages 747-758
 Applying Cluster-Based Zero-Shot Classifier to Data Imbalance Problems  (Toshitaka Hayashi, Kotaro Ambai, Hamido Fujita)....Pages 759-769
 Determining Sufficient Volume of Data for Analysis with Statistical Framework  (Tanvi Barot, Gautam Srivastava, Vijay Mago)....Pages 770-781
 A Fuzzy Crow Search Algorithm for Solving Data Clustering Problem  (Ze-Xue Wu, Ko-Wei Huang, Chu-Sing Yang)....Pages 782-791
 Distributed Density Peak Clustering of Trajectory Data on Spark  (Yunhong Zheng, Xinzheng Niu, Philippe Fournier-Viger, Fan Li, Lin Gao)....Pages 792-804
Front Matter ....Pages 805-805
 Parallel Mining of Partial Periodic Itemsets in Big Data  (C. Saideep, R. Uday Kiran, Koji Zettsu, Cheng-Wei Wu, P. Krishna Reddy, Masashi Toyoda et al.)....Pages 807-819
 A Fast Algorithm for Mining Closed Inter-transaction Patterns  (Thanh-Ngo Nguyen, Loan T.T. Nguyen, Bay Vo, Ngoc Thanh Nguyen)....Pages 820-831
 TKE: Mining Top-K Frequent Episodes  (Philippe Fournier-Viger, Yanjun Yang, Peng Yang, Jerry Chun-Wei Lin, Unil Yun)....Pages 832-845
 TKU-CE: Cross-Entropy Method for Mining Top-K High Utility Itemsets  (Wei Song, Lu Liu, Chaomin Huang)....Pages 846-857
 Mining Cross-Level High Utility Itemsets  (Philippe Fournier-Viger, Ying Wang, Jerry Chun-Wei Lin, Jose Maria Luna, Sebastian Ventura)....Pages 858-871
 Efficient Mining of Pareto-Front High Expected Utility Patterns  (Usman Ahmed, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Suresh Kumar Mukhiya)....Pages 872-883
 Maintenance of Prelarge High Average-Utility Patterns in Incremental Databases  (Jimmy Ming-Tai Wu, Qian Teng, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng)....Pages 884-895
Front Matter ....Pages 897-897
 Development and Research of a Terminal Controller for Marine Robots  (V. Pshikhopov, Boris Gurenko)....Pages 899-906
 A Machine Learning Approach for Classifying Movement Styles Based on UHF-RFID Detections  (Christoph Uran, Markus Prossegger, Sebastian Vock, Helmut Wöllik)....Pages 907-913
 Process Decomposition and Test Selection for Distributed Fault Diagnosis  (Elodie Chanthery, Anna Sztyber, Louise Travé-Massuyès, Carlos Gustavo Pérez-Zuñiga)....Pages 914-925
 Managing Situations with High Number of Elements in Group Decision Making  (J. A. Morente-Molinera, S. Alonso, S. Ríos-Aguilar, R. González, E. Herrera-Viedma)....Pages 926-931
 Correction to: Development and Research of a Terminal Controller for Marine Robots  (V. Pshikhopov, Boris Gurenko)....Pages C1-C1
Back Matter ....Pages 933-935