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 [1st ed.] 9783030557881, 9783030557898

Table of contents :
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