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ICCCI 2020: Da Nang, Vietnam
- Ngoc Thanh Nguyen
, Bao Hung Hoang, Cong-Phap Huynh, Dosam Hwang
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
Overcoming Local Optima for Determining 2-Optimality Consensus for Collectives. 16-26 - Marcin Jodlowiec
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
Detecting the Degree of Risk in Online Market Based on Satisfaction of Twitter Users. 58-70 - Botambu Collins, Dinh Tuyen Hoang, Dai Tho Dang
Method of Detecting Bots on Social Media. A Literature Review. 71-83 - Krzysztof Myszkorowski
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
Collective Decision-Making as a Contextual Multi-armed Bandit Problem. 113-124 - Axel Abels
How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems. 125-138 - Mateusz Godzik
Autonomous Hybridization of Agent-Based Computing. 139-151 - Tran-Hieu Nguyen
Using Neural Networks as Surrogate Models in Differential Evolution Optimization of Truss Structures. 152-163 - Julia Garbaruk
Convergence Behaviour of Population Size and Mutation Rate for NSGA-II in the Context of the Traveling Thief Problem. 164-175 - Pawel Sitek
Resource-Constrained Model of Optimizing Patient-to-Hospital Allocation During a Pandemic. 176-187 - Grzegorz Radzki, Peter Nielsen
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
Spotted Hyena Optimizer: An Approach to Travelling Salesman Problems. 217-228 - Vang V. Le, Tin T. Tran
Anchor Link Prediction in Online Social Network Using Graph Embedding and Binary Classification. 229-240 - Phuong N. H. Pham
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
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
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
Outlier Detection, Clustering, and Classification - Methodologically Unified Procedures for Conditional Approach. 328-340 - Huy Minh Huynh
Sequential Pattern Mining Using IDLists. 341-353
Machine Learning Methods
- Bartosz Kardas, Mateusz Piwowarczyk
A Method for Building Heterogeneous Ensembles of Regression Models Based on a Genetic Algorithm. 357-372 - Thi Ngoc Chau Vo
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
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
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
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
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
Machine Learning Modeling of Human Activity Using PPG Signals. 543-557 - Hao Duc Do
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
Intelligent System for Early Detection and Classification of Breast Cancer: Data Driven Learning. 593-605 - Sin Ban Ho
Integrating Mobile Devices with Cohort Analysis into Personalised Weather-Based Healthcare. 606-618 - Nhan Tam Dang, Van Sinh Nguyen, Hai-Duong Le, Marcin Maleszka
Sharing Secured Data on Peer-to-Peer Applications Using Attribute-Based Encryption. 619-630 - Ha-Phuong Nguyen, The-Nghia Nguyen, Nhat-An Nguyen
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
Analysis of Segregated Witness Implementation for Increasing Efficiency and Security of the Bitcoin Cryptocurrency. 640-651
Natural Language Processing
- Nafaa Haffar
Enrichment of Arabic TimeML Corpus. 655-667 - Maciej Piasecki
Automated Bilingual Linking of Wordnet Senses. 668-681 - Michal Marcinczuk
Evaluation of Knowledge-Based Recognition of Spatial Expressions for Polish. 682-693
Low Resource Languages Processing
- Darkhan Akhmed-Zaki
Development of Kazakh Named Entity Recognition Models. 697-708 - Darkhan Akhmed-Zaki
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
Detection of Extremist Ideation on Social Media Using Machine Learning Techniques. 743-752 - Zygmunt 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
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
Chaining Polysemous Senses for Evocation Recognition. 792-804
Computational Intelligence for Multimedia Understanding
- Süleyman Aslan
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
Transfer Learning of Mixture Texture Models. 825-837 - Pasquale Savino
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
Reliability of Video Conferencing Applications Based on the WebRTC Standard Used on Different Web Platforms. 866-877 - Marek Kopel
Comparison of Procedural Noise-Based Environment Generation Methods. 878-887 - Sebastian Waloszek, Patient Zihisire Muke
Usability Study of Data Entry Design Patterns for Mobile Applications. 888-901
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