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ORCID13th ACIIDS 2021: Phuket, Thailand
- Ngoc Thanh Nguyen
, Suphamit Chittayasothorn, Dusit Niyato, Bogdan Trawinski:
Intelligent Information and Database Systems - 13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7-10, 2021, Proceedings. Lecture Notes in Computer Science 12672, Springer 2021, ISBN 978-3-030-73279-0
Data Mining Methods and Applications
- Philippe Fournier-Viger, Yangming Chen, Farid Nouioua, Jerry Chun-Wei Lin:
Mining Partially-Ordered Episode Rules in an Event Sequence. 3-15 - M. Saqib Nawaz, Philippe Fournier-Viger, Wei Song, Jerry Chun-Wei Lin, Bernd Noack:
Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining. 16-28 - Leon Bobrowski:
Complexes of Low Dimensional Linear Classifiers with L1 Margins. 29-40 - Silvestre Carvalho, Elsa Ferreira Gomes:
Automatic Identification of Bird Species from Audio. 41-52 - Michal Dobrovolny, Ali Selamat, Ondrej Krejcar:
Session Based Recommendations Using Recurrent Neural Networks - Long Short-Term Memory. 53-65 - Khac-Hoai Nam Bui, Hongsuk Yi, Jiho Cho:
UVDS: A New Dataset for Traffic Forecasting with Spatial-Temporal Correlation. 66-77 - Nguyen Thanh Vu, Thi Ngoc Chau Vo:
A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series Database. 78-91 - Trinh D. D. Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz, Thiet Pham, Bay Vo:
An Efficient Approach for Mining High-Utility Itemsets from Multiple Abstraction Levels. 92-103 - Hoang-Lam Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz:
Mining Class Association Rules on Dataset with Missing Data. 104-116
Machine Learning Methods
- Xavier Sumba, Nuha Zamzami, Nizar Bouguila:
Clustering Count Data with Stochastic Expectation Propagation. 119-129 - Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Wentao Fan:
Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model. 130-143 - Ornela Bregu, Nuha Zamzami, Nizar Bouguila:
Mixture-Based Unsupervised Learning for Positively Correlated Count Data. 144-154 - Nguyen Hai Chau, Masatoshi Kubo, Le Viet Hai, Tomoyuki Yamamoto:
Phase Prediction of Multi-principal Element Alloys Using Support Vector Machine and Bayesian Optimization. 155-167 - Kate Han, Tien Pham, Trung Hieu Vu, Truong Dang, John A. W. McCall, Tien Thanh Nguyen:
VEGAS: A Variable Length-Based Genetic Algorithm for Ensemble Selection in Deep Ensemble Learning. 168-180 - Leandro Leonardo Lorente-Leyva, M. M. E. Alemany, Diego Hernán Peluffo-Ordóñez, Roberth A. Araujo:
Demand Forecasting for Textile Products Using Statistical Analysis and Machine Learning Algorithms. 181-194 - Marek Kopel, Witold Szczurek:
Parallelization of Reinforcement Learning Algorithms for Video Games. 195-207
Decision Support and Control Systems
- Maciej Laszczyk, Pawel B. Myszkowski:
A Gap-Based Memetic Differential Evolution (GaMeDE) Applied to Multi-modal Optimisation - Using Multi-objective Optimization Concepts. 211-223 - Ibtissem Chouba, Lionel Amodeo, Farouk Yalaoui, Taha Arbaoui, David Laplanche:
Simulating Emergency Departments Using Generalized Petri Nets. 224-234 - Bartlomiej Pieranski, Arkadiusz Kawa:
What Do You Know About Your Network: An Empirical Study of Value Network Awareness in E-commerce. 235-245 - Jaroslaw Wikarek, Pawel Sitek:
A Robust Approach to Employee Competences in Project Management. 246-258 - Nguyen Anh Khoa Dam, Thang Le Dinh, William Menvielle:
Key Aspects of Customer Intelligence in the Era of Massive Data. 259-271 - Sebastian Ernst, Jakub Starczewski:
How Spatial Data Analysis Can Make Smart Lighting Smarter. 272-285
Natural Language Processing
- Codrut-Georgian Artene, Marius Nicolae Tibeica, Dumitru Daniel Vecliuc, Florin Leon:
Convolutional Neural Networks for Web Documents Classification. 289-302 - Piyadanai Arntong, Worapol Alex Pongpech:
Sequential Model-Based Optimization for Natural Language Processing Data Pipeline Selection and Optimization. 303-313 - Jianwei Zhang, Taiga Otomo, Lin Li, Shinsuke Nakajima:
Automatic Cyberbullying Detection on Twitter Using Bullying Expression Dictionary. 314-326 - Aigerim Toleush, Nella Israilova, Ualsher Tukeyev:
Development of Morphological Segmentation for the Kyrgyz Language on Complete Set of Endings. 327-339 - Ranju Mandal, Jinyan Chen, Susanne Becken, Bela Stantic:
Empirical Study of Tweets Topic Classification Using Transformer-Based Language Models. 340-350 - Dinh Tuyen Hoang, Botambu Collins, Ngoc Thanh Nguyen, Dosam Hwang:
A New Approach for Measuring the Influence of Users on Twitter. 351-361 - Didier Gohourou, Kazuhiro Kuwabara:
Building a Domain-Specific Knowledge Graph for Business Networking Analysis. 362-372
Cybersecurity Intelligent Methods
- Thi-Hong Vuong, Cam-Van Nguyen Thi, Quang-Thuy Ha:
N-Tier Machine Learning-Based Architecture for DDoS Attack Detection. 375-385 - Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha:
Detection of Distributed Denial of Service Attacks Using Automatic Feature Selection with Enhancement for Imbalance Dataset. 386-398 - Tej Narayan Thakur, Noriaki Yoshiura:
AntiPhiMBS: A New Anti-phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Application Level. 399-412 - Marek Pawlicki, Michal Choras, Rafal Kozik, Witold Holubowicz:
Missing and Incomplete Data Handling in Cybersecurity Applications. 413-426 - Dumitru Daniel Vecliuc, Codrut-Georgian Artene, Marius Nicolae Tibeica, Florin Leon:
An Experimental Study of Machine Learning for Phishing Detection. 427-439
Computer Vision Techniques
- Ante Javor, Goran Dambic, Leo Mrsic:
Model for Application of Optical Passive SFM Method in Reconstruction of 3D Space and Objects. 443-453 - Damian Peszor, Konrad Wojciechowski, Marcin Szender, Marzena Wojciechowska, Marcin Paszkuta, Jerzy Pawel Nowacki:
Ground Plane Estimation for Obstacle Avoidance During Fixed-Wing UAV Landing. 454-466 - Marcin Paszkuta, Jakub Rosner, Damian Peszor, Marcin Szender, Marzena Wojciechowska, Konrad Wojciechowski, Jerzy Pawel Nowacki:
UAV On-Board Emergency Safe Landing Spot Detection System Combining Classical and Deep Learning-Based Segmentation Methods. 467-478 - Christine Dewi, Rung-Ching Chen, Yan-Ting Liu:
Wasserstein Generative Adversarial Networks for Realistic Traffic Sign Image Generation. 479-493 - Marcin Kutrzynski, Bartosz Zak, Zbigniew Telec, Bogdan Trawinski:
An Approach to Automatic Detection of Architectural Façades in Spherical Images. 494-504
Computational Imaging and Vision
- Muhamad Dwisnanto Putro, Duy-Linh Nguyen, Kang-Hyun Jo:
Real-Time Multi-view Face Mask Detector on Edge Device for Supporting Service Robots in the COVID-19 Pandemic. 507-517 - Duy-Linh Nguyen, Muhamad Dwisnanto Putro, Kang-Hyun Jo:
Eye State Recognizer Using Light-Weight Architecture for Drowsiness Warning. 518-530 - Urvi Oza, Sarangi Patel, Pankaj Kumar:
NovemE - Color Space Net for Image Classification. 531-543 - Fanxing Meng, Weimin Wei, Zhi Cai, Chang Liu:
Application of Improved YOLOv3 Algorithm in Mask Recognition. 544-555 - Trung Nguyen, Huy Nguyen, Khai Dang, Phuong Nguyen, Ha Pham, Anh Bui:
Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm. 556-568 - Divya Bhatia, Mukesh M. Goswami, Suman K. Mitra:
Word Segmentation for Gujarati Handwritten Documents. 569-580
Advanced Data Mining Techniques and Applications
- Chun-Hao Chen, Chong-You Ye, Yeong-Chyi Lee, Tzung-Pei Hong:
A SPEA-Based Group Trading Strategy Portfolio Optimization Algorithm. 583-592 - Pin-Xin Lee, Ding-Chau Wang, Zhi-Jing Tsai, Chao-Chun Chen:
Develop a Hybrid Human Face Recognition System Based on a Dual Deep Neural Network by Interactive Correction Training. 593-605 - Chun-Hao Chen, Yin-Ting Lin, Shih-Ting Hung, Mu-En Wu:
Forecasting Stock Trend Based on the Constructed Anomaly-Patterns Based Decision Tree. 606-615 - Lin-Yi Jiang, Cheng-Ju Kuo, Yu-Hsin Wang, Mu-En Wu, Wei-Tsung Su, Ding-Chau Wang, Tang-Hsuan O, Chi-Luen Fu, Chao-Chun Chen:
A Transparently-Secure and Robust Stock Data Supply Framework for Financial-Technology Applications. 616-629 - Anna Muratova, Ekaterina Mitrofanova, Robiul Islam:
Comparison of Machine Learning Methods for Life Trajectory Analysis in Demography. 630-642 - Eric Hsueh-Chan Lu, Sin-Sian Syu:
An Efficient Method for Multi-request Route Search. 643-652 - Javor Marosevic, Goran Djambic, Leo Mrsic:
Machine Learning Model for the Classification of Musical Composition Genres. 653-664
Intelligent and Contextual Systems
- Khongorzul Munkhbat, Bilguun Jargalsaikhan, Tsatsral Amarbayasgalan, Nipon Theera-Umpon, Keun Ho Ryu:
Emotional Piano Melodies Generation Using Long Short-Term Memory. 667-677 - Lin-Yi Jiang, Cheng-Ju Kuo, Tang-Hsuan O, Min-Hsiung Hung, Chao-Chun Chen:
SE-U-Net: Contextual Segmentation by Loosely Coupled Deep Networks for Medical Imaging Industry. 678-691 - Nga Ly-Tu, Rafal Kern, Khanindra Pathak, Krzysztof Wolk, Erik Dawid Burnell:
Contextual Soft Dropout Method in Training of Artificial Neural Networks. 692-703 - Maria Ginal, Dariusz Frejlichowski:
Bone Age Assessment by Means of Intelligent Approaches. 704-716 - Maciej Huk, Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto:
Random Number Generators in Training of Contextual Neural Networks. 717-730 - Miroslava Mikusová, Antonin Fuchs, Marcin Jodlowiec, Erik Dawid Burnell, Krzysztof Wolk:
The Impact of Aggregation Window Width on Properties of Contextual Neural Networks with Constant Field of Attention. 731-742 - Miroslava Mikusová, Antonin Fuchs, Adrian Karasinski, Rashmi Dutta Baruah, Rafal Palak, Erik Dawid Burnell, Krzysztof Wolk:
Towards Layer-Wise Optimization of Contextual Neural Networks with Constant Field of Aggregation. 743-753
Commonsense Knowledge, Reasoning and Programming in Artificial Intelligence
- Saharnaz E. Dilmaghani, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry:
Community Detection in Complex Networks: A Survey on Local Approaches. 757-767 - Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours. 768-781 - Tahsir Ahmed Munna, Radhakrishnan Delhibabu:
Cross-Domain Co-Author Recommendation Based on Knowledge Graph Clustering. 782-795
Data Modelling and Processing for Industry 4.0
- Ziyi Duan, Haizhou Du, Yang Zheng:
Trident: Change Point Detection for Multivariate Time Series via Dual-Level Attention Learning. 799-810 - Xiaobo Wang, Wenyun Sun, Zhong Jin:
Facial Representation Extraction by Mutual Information Maximization and Correlation Minimization. 811-823 - Artur Skoczylas, Pawel Stefaniak:
Localization System for Wheeled Vehicles Operating in Underground Mine Based on Inertial Data and Spatial Intersection Points of Mining Excavations. 824-834
Innovations in Intelligent Systems
- Van-Nho Do, Quang-Vu Nguyen, Nguyen Thanh Binh:
Evaluating Mutation Operator and Test Case Effectiveness by Means of Mutation Testing. 837-850 - Beata Karczewska, Elzbieta Kukla, Patient Zihisire Muke, Zbigniew Telec, Bogdan Trawinski:
Usability Study of Mobile Applications with Cognitive Load Resulting from Environmental Factors. 851-864
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