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ORCID33rd IEA/AIE 2020: Kitakyushu, Japan
- Hamido Fujita
, Philippe Fournier-Viger, Moonis Ali, Jun Sasaki:
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. Lecture Notes in Computer Science 12144, Springer 2020, ISBN 978-3-030-55788-1
Natural Language Processing
- Yin-Hsiang Liao, Jia-Ling Koh:
Question Generation Through Transfer Learning. 3-17 - Yu-Ting Chen, Zheng-Wen Lin, Yung-Chun Chang, Wen-Lian Hsu:
KIDER: Knowledge-Infused Document Embedding Representation for Text Categorization. 18-29 - Duy-Duc Le Nguyen, Yen-Chun Huang, Yung-Chun Chang:
Discriminative Features Fusion with BERT for Social Sentiment Analysis. 30-35 - Shengwei Hu, Bicheng Li, Kongjie Lin, Rui Wang, Kai Liu:
Text Sentiment Transfer Methods by Using Sentence Keywords. 36-48
Robotics and Drones
- Mikhail Yu Medvedev, Viacheslav Kh. Pshikhopov:
Path Planning of Mobile Robot Group Based on Neural Networks. 51-62 - Amirhossein Hosseinmemar, John Anderson, Jacky Baltes, Meng Cheng Lau, Ziang Wang:
Push Recovery and Active Balancing for Inexpensive Humanoid Robots Using RL and DRL. 63-74 - Luis F. Recalde, Bryan S. Guevara, Giovanny Cuzco, Víctor H. Andaluz:
Optimal Control Problem of a Differential Drive Robot. 75-82 - Christian P. Carvajal, Víctor H. Andaluz, Flavio Roberti, Ricardo O. Carelli:
Optimal Trajectory Tracking Control for a UAV Based on Linearized Dynamic Error. 83-96 - David F. Grijalva, Jaime A. Alegría, Víctor H. Andaluz, César A. Naranjo:
Non-linear Control of Aerial Manipulator Robots Based on Numerical Methods. 97-107 - Daniel D. Guevara, Víctor H. Andaluz:
Non-linear 3D Visual Control for an Unmanned Aerial Vehicle. 108-115 - Steeven J. Loor, Alan R. Bejarano, Franklin M. Silva, Víctor H. Andaluz:
Construction and Control Aerial Manipulator Robot. 116-123
Knowledge Based Systems
- Mathias Uta, Alexander Felfernig:
ConMerge - Arbitration of Constraint-Based Knowledge Bases. 127-139 - Liwen Zhang, Franck Fontanili, Elyes Lamine, Christophe Bortolaso, Mustapha Derras, Hervé Pingaud:
A Systematic Model to Model Transformation for Knowledge-Based Planning Generation Problems. 140-152
Innovative Applications of Intelligent Systems
- Kuniko Yamada, Harumi Murakami:
Mathematical Expression Retrieval in PDFs from the Web Using Mathematical Term Queries. 155-161 - Wei Zhang, Chris Challis:
Automatic Identification of Account Sharing for Video Streaming Services. 162-173 - Botambu Collins, Dinh Tuyen Hoang, Dosam Hwang:
A Model for Predicting Terrorist Network Lethality and Cohesiveness. 174-185 - Son Huynh, Phong Huynh, Dac H. Nguyen, Dinh V. Cuong, Binh T. Nguyen:
S2RSCS: An Efficient Scientific Submission Recommendation System for Computer Science. 186-198 - Jinran Wu, Zhe Ding:
Improved Grey Model by Dragonfly Algorithm for Chinese Tourism Demand Forecasting. 199-209 - Thomas Aspinall, Adrian Gepp, Geoff Harris, Bruce James Vanstone:
Variable Transformation to a 2˟ 2 Domain Space for Edge Matching Puzzles. 210-221
Industrial Applications
- Kantip Kiratiratanapruk, Pitchayagan Temniranrat, Apichon Kitvimonrat, Wasin Sinthupinyo, Sujin Patarapuwadol:
Using Deep Learning Techniques to Detect Rice Diseases from Images of Rice Fields. 225-237 - Thomas Schranz, Gerald Schweiger, Siegfried Pabst, Franz Wotawa:
Machine Learning for Water Supply Supervision. 238-249 - Qiang Liu, Zehui Huang, Hao Zhang, Lijun Wei:
An Enhanced Whale Optimization Algorithm for the Two-Dimensional Irregular Strip Packing Problem. 250-261 - Qiang Liu, Dehao Lin, Hao Zhang, Lijun Wei:
A Heuristic Approach to the Three Dimensional Strip Packing Problem Considering Practical Constraints. 262-267 - Qiang Liu, Jiawei Zeng, Hao Zhang, Lijun Wei:
A Heuristic for the Two-Dimensional Irregular Bin Packing Problem with Limited Rotations. 268-279 - Faisal Saeed, Anand Paul, Seungmin Rho:
Faster R-CNN Based Fault Detection in Industrial Images. 280-287 - Nikolay K. Poluyanovich, Mikhail Yu Medvedev, Marina N. Dubyago, Nikolay V. Azarov, Alexander V. Ogrenichev:
Estimation of Cable Lines Insulating Materials Resource Using Multistage Neural Network Forecasting Method. 288-296
Networking Applications
- Rebekka Olsson Omslandseter, Lei Jiao, Yuanwei Liu, B. John Oommen:
User Grouping and Power Allocation in NOMA Systems: A Reinforcement Learning-Based Solution. 299-311 - Jerzy Martyna:
Deep Learning for QoS-Aware Resource Allocation in Cognitive Radio Networks. 312-323
Social Network Analysis
- Harumi Murakami, Naoya Ejima, Naoto Kumagai:
Self-understanding Support Tool Using Twitter Sentiment Analysis. 327-332 - Yunpeng Zhao, Mattia Prosperi, Tianchen Lyu, Yi Guo, Le Zhou, Jiang Bian:
Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets. 333-344 - Ke Dong, Zengchang Qin, Tao Wan:
Many-to-One Stable Matching for Prediction in Social Networks. 345-356 - Huyen Trang Phan, Van Cuong Tran, Ngoc Thanh Nguyen, Dosam Hwang:
A Framework for Detecting User's Psychological Tendencies on Twitter Based on Tweets Sentiment Analysis. 357-372 - Van Cuong Tran, Van Du Nguyen, Ngoc Thanh Nguyen:
Automatic Fake News Detection by Exploiting User's Assessments on Social Networks: A Case Study of Twitter. 373-384
Financial Applications and Blockchain
- Yun-Cheng Tsai, Chun-Chieh Wang, Fu-Min Szu, Kuan-Jen Wang:
Deep Reinforcement Learning for Foreign Exchange Trading. 387-392 - Dilhan J. Thilakarathne, Newres Al Haider, Joost Bosman:
Human-Centred Automated Reasoning for Regulatory Reporting via Knowledge-Driven Computing. 393-406 - Michal Kedziora, Patryk Kozlowski, Piotr P. Józwiak:
Security of Blockchain Distributed Ledger Consensus Mechanism in Context of the Sybil Attack. 407-418 - Pankaj Mishra, Ahmed Moustafa, Takayuki Ito:
Reinforcement Learning Based Real-Time Pricing in Open Cloud Markets. 419-430
Medical and Health-Related Applications
- Fan Zhang, Jianshen Zhu, Rachaya Chiewvanichakorn, Aleksandar Shurbevski, Hiroshi Nagamochi, Tatsuya Akutsu:
A New Integer Linear Programming Formulation to the Inverse QSAR/QSPR for Acyclic Chemical Compounds Using Skeleton Trees. 433-444 - Chia-Hui Huang, Yun-Te Liao, David Taniar, Tun-Wen Pai:
Computing a Weighted Jaccard Index of Electronic Medical Record for Disease Prediction. 445-456 - Juanying Xie, Zhaozhong Wu, Qin Xia, Lijuan Ding, Hamido Fujita:
The Differential Feature Detection and the Clustering Analysis to Breast Cancers. 457-469 - Mina Saber, Dina Abdelrauof, Mustafa Elattar:
Left Ventricle Segmentation Using Scale-Independent Multi-Gate UNET in MRI Images. 470-477 - Adamo Santana, Souta Inoue, Kenya Murakami, Tatsuya Iizaka, Tetsuro Matsui:
Clustering-Based Data Reduction Approach to Speed up SVM in Classification and Regression Tasks. 478-488 - Florian Grigoleit, Peter Struss, Florian Kreuzpointner:
AI for Health - Knowledge-Based Generation of Tailor-Made Exercise Plans. 489-501
Anomaly Detection and Automated Diagnosis
- Kévin Ducharlet, Louise Travé-Massuyès, Marie-Véronique Le Lann, Youssef Miloudi:
A Multi-phase Iterative Approach for Anomaly Detection and Its Agnostic Evaluation. 505-517 - Franz Wotawa:
On the Use of Answer Set Programming for Model-Based Diagnosis. 518-529
Decision-Support and Agent-Based Systems
- Zilong Jiao, Jae C. Oh:
Consensus-Based Protocol for Distributed Exploration and Mapping. 533-544 - Zilong Jiao, Jae C. Oh:
A Real-Time Actor-Critic Architecture for Continuous Control. 545-556 - Thomas Eckstein, Gerald Steinbauer:
Action-Based Programming with YAGI - An Update on Usability and Performance. 557-569 - Dai Tho Dang, Zygmunt Mazur, Dosam Hwang:
A New Approach to Determine 2-Optimality Consensus for Collectives. 570-581 - Khin Nandar Win, Jianguo Chen, Mingxing Duan, Guoqing Xiao, Kenli Li, Philippe Fournier-Viger, Keqin Li:
A Decision Support System to Provide Criminal Pattern Based Suggestions to Travelers. 582-587 - Peter Struss:
Model-Based Decision Support Systems - Conceptualization and General Architecture. 588-600
Multimedia Applications
- Chun-Ming Tsai, Jun-Wei Hsieh, Ming-Ching Chang, Yu-Chen Lin:
Driver License Field Detection Using Real-Time Deep Networks. 603-613 - Katsuhiro Dan, Katsutoshi Itoyama, Kenji Nishida, Kazuhiro Nakadai:
Calibration of a Microphone Array Based on a Probabilistic Model of Microphone Positions. 614-625 - Marek Kopel, Bartlomiej Stanasiuk:
How to Handle Head Collisions in VR. 626-637 - Koji Masago, Mizuho Amo, Shun Nishide, Xin Kang, Fuji Ren:
Generation of Musical Scores from Chord Sequences Using Neurodynamic Model. 638-648 - Krzysztof Brzostowski, Jerzy Swiatek:
Improving Variational Mode Decomposition-Based Signal Enhancement with the Use of Total Variation Denoising. 649-660
Machine Learning
- Ibuki Kawamitsu, Morikazu Nakamura:
Colored Petri Net Modeling for Prediction Processes in Machine Learning. 663-674 - Ryosuke Matsuo, Tomoyoshi Yamazaki, Muneo Kushima, Kenji Araki:
Enriching the Semantics of Temporal Relations for Temporal Pattern Mining. 675-685 - Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin:
Integer Weighted Regression Tsetlin Machines. 686-694 - Saeed Rahimi Gorji, Ole-Christoffer Granmo, Sondre Glimsdal, Jonathan Edwards, Morten Goodwin:
Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing. 695-708 - Dolly Sapra, Andy D. Pimentel:
Constrained Evolutionary Piecemeal Training to Design Convolutional Neural Networks. 709-721 - Fusei Nomoto, Tadayoshi Yasuda, Shun Nishide, Xin Kang, Fuji Ren:
Hierarchical Learning of Primitives Using Neurodynamic Model. 722-731 - Ryotaro Kamimura:
Compressing and Interpreting SOM-Based Convolutional Neural Networks. 732-744
Data Management and Data Clustering
- Szymon Pucher, Dariusz Król:
A Quality Assessment Tool for Koblenz Datasets Using Metrics-Driven Approach. 747-758 - Toshitaka Hayashi, Kotaro Ambai, Hamido Fujita:
Applying Cluster-Based Zero-Shot Classifier to Data Imbalance Problems. 759-769 - Tanvi Barot, Gautam Srivastava, Vijay Mago:
Determining Sufficient Volume of Data for Analysis with Statistical Framework. 770-781 - Ze-Xue Wu, Ko-Wei Huang, Chu-Sing Yang:
A Fuzzy Crow Search Algorithm for Solving Data Clustering Problem. 782-791 - Yunhong Zheng, Xinzheng Niu, Philippe Fournier-Viger, Fan Li, Lin Gao:
Distributed Density Peak Clustering of Trajectory Data on Spark. 792-804
Pattern Mining
- C. Saideep, R. Uday Kiran, Koji Zettsu, Cheng-Wei Wu, P. Krishna Reddy, Masashi Toyoda, Masaru Kitsuregawa:
Parallel Mining of Partial Periodic Itemsets in Big Data. 807-819 - Thanh-Ngo Nguyen, Loan T. T. Nguyen, Bay Vo, Ngoc Thanh Nguyen:
A Fast Algorithm for Mining Closed Inter-transaction Patterns. 820-831 - Philippe Fournier-Viger, Yanjun Yang, Peng Yang, Jerry Chun-Wei Lin, Unil Yun:
TKE: Mining Top-K Frequent Episodes. 832-845 - Wei Song, Lu Liu, Chaomin Huang:
TKU-CE: Cross-Entropy Method for Mining Top-K High Utility Itemsets. 846-857 - Philippe Fournier-Viger, Ying Wang, Jerry Chun-Wei Lin, José María Luna, Sebastián Ventura:
Mining Cross-Level High Utility Itemsets. 858-871 - Usman Ahmed, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Suresh Kumar Mukhiya:
Efficient Mining of Pareto-Front High Expected Utility Patterns. 872-883 - Jimmy Ming-Tai Wu, Qian Teng, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng:
Maintenance of Prelarge High Average-Utility Patterns in Incremental Databases. 884-895
System Control, Classification, and Fault Diagnosis
- Viacheslav Kh. Pshikhopov, Boris Gurenko:
Development and Research of a Terminal Controller for Marine Robots. 899-906 - Christoph Uran, Markus Prossegger, Sebastian Vock, Helmut Wöllik:
A Machine Learning Approach for Classifying Movement Styles Based on UHF-RFID Detections. 907-913 - Elodie Chanthery, Anna Sztyber, Louise Travé-Massuyès, Carlos Gustavo Pérez-Zuñiga:
Process Decomposition and Test Selection for Distributed Fault Diagnosis. 914-925 - Juan Antonio Morente-Molinera, Sergio Alonso, Sergio Ríos-Aguilar, Rubén González Crespo, Enrique Herrera-Viedma:
Managing Situations with High Number of Elements in Group Decision Making. 926-931
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