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ORCIDICCCI 2020: Da Nang, Vietnam
- Ngoc Thanh Nguyen
, Bao Hung Hoang, Cong-Phap Huynh, Dosam Hwang, Bogdan Trawinski, Gottfried Vossen:
Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Da Nang, Vietnam, November 30 - December 3, 2020, Proceedings. Lecture Notes in Computer Science 12496, Springer 2020, ISBN 978-3-030-63006-5
Knowledge Engineering and Semantic Web
- Aola Yousfi, Moulay Hafid El Yazidi, Ahmed Zellou:
Towards a Holistic Schema Matching Approach Designed for Large-Scale Schemas. 3-15 - Dai Tho Dang, Zygmunt Mazur, Dosam Hwang:
Overcoming Local Optima for Determining 2-Optimality Consensus for Collectives. 16-26 - Marcin Jodlowiec, Marek Krótkiewicz, Piotr Zabawa:
Fundamentals of Generalized and Extended Graph-Based Structural Modeling. 27-41
Social Networks and Recommender Systems
- Quang Vu Bui, Thi Kim Thoa Ho, Marc Bui:
Topic Diffusion Prediction on Bibliographic Network: New Approach with Combination Between External and Intrinsic Factors. 45-57 - Huyen Trang Phan, Van Cuong Tran, Ngoc Thanh Nguyen, Dosam Hwang:
Detecting the Degree of Risk in Online Market Based on Satisfaction of Twitter Users. 58-70 - Botambu Collins, Dinh Tuyen Hoang, Dai Tho Dang, Dosam Hwang:
Method of Detecting Bots on Social Media. A Literature Review. 71-83 - Krzysztof Myszkorowski, Danuta Zakrzewska:
Using Interval-Valued Fuzzy Sets for Recommending Groups in E-Learning Systems. 84-96 - Mariusz Kamola:
Analysis of User Story Dynamics on a Medium-Size Social News Site. 97-109
Collective Decision-Making
- Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé:
Collective Decision-Making as a Contextual Multi-armed Bandit Problem. 113-124 - Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé:
How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems. 125-138 - Mateusz Godzik, Michal Idzik, Kamil Pietak, Aleksander Byrski, Marek Kisiel-Dorohinicki:
Autonomous Hybridization of Agent-Based Computing. 139-151 - Tran-Hieu Nguyen, Anh Tuan Vu:
Using Neural Networks as Surrogate Models in Differential Evolution Optimization of Truss Structures. 152-163 - Julia Garbaruk, Doina Logofatu:
Convergence Behaviour of Population Size and Mutation Rate for NSGA-II in the Context of the Traveling Thief Problem. 164-175 - Pawel Sitek, Jaroslaw Wikarek:
Resource-Constrained Model of Optimizing Patient-to-Hospital Allocation During a Pandemic. 176-187 - Grzegorz Radzki, Peter Nielsen, Amila Thibbotuwawa, Grzegorz Bocewicz, Zbigniew Banaszak:
Declarative UAVs Fleet Mission Planning: A Dynamic VRP Approach. 188-202
Applications of Collective Intelligence
- Quang-Vu Nguyen:
Increasing Mutation Testing Effectiveness by Combining Lower Order Mutants to Construct Higher Order Mutants. 205-216 - Van Du Nguyen, Tram Nguyen, Tan Luc Nguyen, Van Cuong Tran, Hai Bang Truong:
Spotted Hyena Optimizer: An Approach to Travelling Salesman Problems. 217-228 - Vang V. Le, Tin T. Tran, Phuong N. H. Pham, Václav Snásel:
Anchor Link Prediction in Online Social Network Using Graph Embedding and Binary Classification. 229-240 - Phuong N. H. Pham, Vang V. Le, Václav Snásel:
Community Detection in Complex Networks Using Algorithms Based on K-Means and Entropy. 241-251
Data Mining Methods and Applications
- Phan Duy Hung, Do Quang Dat:
Analysing Effects of Customer Clustering for Customer's Account Balance Forecasting. 255-266 - Faten Fakhfakh, Mohamed Tounsi, Mohamed Mosbah:
Towards an Efficient Clustering-Based Algorithm for Emergency Messages Broadcasting. 267-278 - Win Lei Kay Khine, Nyein Thwet Thwet Aung:
Aspect Level Sentiment Analysis Using Bi-Directional LSTM Encoder with the Attention Mechanism. 279-292 - Nguyen Nguyen, Bingkun Ma, Jiang Hu:
Predicting National Basketball Association Players Performance and Popularity: A Data Mining Approach. 293-304 - Nguyen Thi Thuy Loan, Trinh D. D. Nguyen, Anh Nguyen, Phuoc-Nghia Tran, Cuong Trinh, Bao Huynh, Bay Vo:
Efficient Method for Mining High-Utility Itemsets Using High-Average Utility Measure. 305-315 - Thanh-Ngo Nguyen, Nguyen Thi Thuy Loan, Bay Vo, Adrianna Kozierkiewicz:
Efficient Method for Mining Maximal Inter-transaction Patterns. 316-327 - Piotr Kulczycki, Krystian Franus:
Outlier Detection, Clustering, and Classification - Methodologically Unified Procedures for Conditional Approach. 328-340 - Huy Minh Huynh, Nam Ngoc Pham, Zuzana Komínková Oplatková, Nguyen Thi Thuy Loan, Bay Vo:
Sequential Pattern Mining Using IDLists. 341-353
Machine Learning Methods
- Bartosz Kardas, Mateusz Piwowarczyk, Zbigniew Telec, Bogdan Trawinski, Patient Zihisire Muke, Nguyen Thi Thuy Loan:
A Method for Building Heterogeneous Ensembles of Regression Models Based on a Genetic Algorithm. 357-372 - Thi Ngoc Chau Vo, Hua Phung Nguyen:
A Combined Learning-Based Bagging Method for Classification Improvement. 373-387 - Constantin-Valentin Pal, Florin Leon:
A Modified I2A Agent for Learning in a Stochastic Environment. 388-399 - Phan Duy Hung, Le Dinh Huynh:
Evaluation of the Cleft-Overstep Algorithm for Linear Regression Analysis. 400-411
Deep Learning and Applications for Industry 4.0
- Thuy Pham, Tien X. Dang, Nhu Nguyen, Thao Ha, Binh T. Nguyen:
Early Unsafety Detection in Autonomous Vehicles. 415-426 - Minh-Tien Nguyen, Bui Cong Minh, Le Tien Dung, Le Thai Linh:
Sentence Compression as Deletion with Contextual Embeddings. 427-440 - Viet-Ha Ho, Huu-Hung Huynh:
Robust Discriminant Network for Gait Recognition on Low-Resolution Input. 441-452 - Kien Mai Ngoc, Myunggwon Hwang:
Finding the Best k for the Dimension of the Latent Space in Autoencoders. 453-464 - Quoc-Dung Ngo, Huy-Trung Nguyen, Hoang-Long Pham, Hoang Hanh-Nhan Ngo, Doan-Hieu Nguyen, Cong Minh Dinh, Xuan-Hanh Vu:
A Graph-Based Approach for IoT Botnet Detection Using Reinforcement Learning. 465-478 - Hieu T. Ung, Dang Xuan Tien, Thai Van Phat, Trung T. Nguyen, Binh T. Nguyen:
Vietnamese Food Recognition System Using Convolutional Neural Networks Based Features. 479-490 - Xuan-Thuy Vo, Li-Hua Wen, Tien-Dat Tran, Kang-Hyun Jo:
Bidirectional Non-local Networks for Object Detection. 491-501
Computer Vision Techniques
- Hung N. Pham, Renjie Tan, Yu Tian Cai, Shahril Mustafa, Ngan Chong Yeo, Hui Juin Lim, Trang T. T. Do, Binh P. Nguyen, Matthew Chin Heng Chua:
Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet. 505-515 - Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri:
Retinal Image Segmentation Through Valley Emphasis Thresholding of the Gabor Filter Response. 516-527 - Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu:
Macroscopic Skin Lesion Segmentation Using GrabCut. 528-539
Biosensors and Biometric Techniques
- Anastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis:
Machine Learning Modeling of Human Activity Using PPG Signals. 543-557 - Hao Duc Do, Tran Thai Son, Duc Thanh Chau:
A Variational Autoencoder Approach for Speech Signal Separation. 558-567 - Robyn Bitner, Nguyen-Thinh Le, Niels Pinkwart:
A Concurrent Validity Approach for EEG-Based Feature Classification Algorithms in Learning Analytics. 568-580 - Julita Bielaniewicz, Adrianna Kozierkiewicz:
A Hybrid Method of Facial Expressions Recognition in the Pictures. 581-590
Innovations in Intelligent Systems
- Praveen Kokkerapati, Abeer Alsadoon, S. M. N. Arosha Senanayake, P. W. C. Prasad, Abdul Ghani Naim, Amr Elchouemi:
Intelligent System for Early Detection and Classification of Breast Cancer: Data Driven Learning. 593-605 - Sin Ban Ho, Radiah Haque, Ian Chai, Chin-Wei Teoh, Adina Abdullah, Chuie Hong Tan, Khairi Shazwan Bin Dollmat:
Integrating Mobile Devices with Cohort Analysis into Personalised Weather-Based Healthcare. 606-618 - Nhan Tam Dang, Van Sinh Nguyen, Hai-Duong Le, Marcin Maleszka, Manh Ha Tran:
Sharing Secured Data on Peer-to-Peer Applications Using Attribute-Based Encryption. 619-630 - Ha-Phuong Nguyen, The-Nghia Nguyen, Nhat-An Nguyen, SungHyun Park, Yeong-Seok Seo, Dosam Hwang, Donghwa Shin:
Assessment of False Identity by Variability in Operating Condition for Memristor Write Time-Based Device Fingerprints. 631-639 - Michal Kedziora, Dawid Pieprzka, Ireneusz J. Jozwiak, Yongxin Liu, Houbing Song:
Analysis of Segregated Witness Implementation for Increasing Efficiency and Security of the Bitcoin Cryptocurrency. 640-651
Natural Language Processing
- Nafaa Haffar, Emna Hkiri, Mounir Zrigui:
Enrichment of Arabic TimeML Corpus. 655-667 - Maciej Piasecki, Roman Dyszlewski, Ewa Rudnicka:
Automated Bilingual Linking of Wordnet Senses. 668-681 - Michal Marcinczuk, Marcin Oleksy, Jan Wieczorek:
Evaluation of Knowledge-Based Recognition of Spatial Expressions for Polish. 682-693
Low Resource Languages Processing
- Darkhan Akhmed-Zaki, Madina Mansurova, Vladimir B. Barakhnin, Marek Kubis, Darya Chikibayeva, Marzhan Kyrgyzbayeva:
Development of Kazakh Named Entity Recognition Models. 697-708 - Darkhan Akhmed-Zaki, Madina Mansurova, Nurgali Kadyrbek, Vladimir B. Barakhnin, Armanbek Misebay:
Creation of a Dependency Tree for Sentences in the Kazakh Language. 709-718 - Diana Rakhimova, Aliya Turganbayeva:
Approach to Extract Keywords and Keyphrases of Text Resources and Documents in the Kazakh Language. 719-729 - Quan Hoang Lam, Quang-Duy Le, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen:
UIT-ViIC: A Dataset for the First Evaluation on Vietnamese Image Captioning. 730-742 - Shynar Mussiraliyeva, Milana Bolatbek, Batyrkhan Omarov, Kalamkas Bagitova:
Detection of Extremist Ideation on Social Media Using Machine Learning Techniques. 743-752 - Zygmunt Vetulani, Grazyna Vetulani:
Development of Real Size IT Systems with Language Competence as a Challenge for a Less-Resourced Language. 753-764
Computational Collective Intelligence and Natural Language Processing
- Thang Le Dinh, Thanh Thoa Pham Thi, Cuong Pham-Nguyen, Le Nguyen Hoai Nam:
Towards a Context-Aware Knowledge Model for Smart Service Systems. 767-778 - Louise Gillian C. Bautista, Prospero C. Naval:
Towards Learning to Read Like Humans. 779-791 - Arkadiusz Janz, Marek Maziarz:
Chaining Polysemous Senses for Evocation Recognition. 792-804
Computational Intelligence for Multimedia Understanding
- Süleyman Aslan, Ugur Güdükbay, B. Ugur Töreyin, A. Enis Çetin:
Deep Convolutional Generative Adversarial Networks for Flame Detection in Video. 807-815 - Florent Favole, Maria Trocan, Ercument Yilmaz:
Melanoma Detection Using Deep Learning. 816-824 - Michal Haindl, Vojtech Havlícek:
Transfer Learning of Mixture Texture Models. 825-837 - Pasquale Savino, Anna Tonazzini:
A Procedure for the Routinary Correction of Back-to-Front Degradations in Archival Manuscripts. 838-849
Intelligent Processing of Multimedia in Web Systems
- Anamika Chhabra, S. R. S. Iyengar, Jaspal Singh Saini, Vaibhav Malik:
Activity-selection Behavior and Optimal User-distribution in Q&A Websites. 853-865 - Kazimierz Choros, Michal Hiterski:
Reliability of Video Conferencing Applications Based on the WebRTC Standard Used on Different Web Platforms. 866-877 - Marek Kopel, Grzegorz Maciejewski:
Comparison of Procedural Noise-Based Environment Generation Methods. 878-887 - Sebastian Waloszek, Patient Zihisire Muke, Mateusz Piwowarczyk, Zbigniew Telec, Bogdan Trawinski, Nguyen Thi Thuy Loan:
Usability Study of Data Entry Design Patterns for Mobile Applications. 888-901
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