Advances in Computational Collective Intelligence: 12th International Conference, ICCCI 2020, Da Nang, Vietnam, November 30 – December 3, 2020, Proceedings

Front Matter ....Pages i-xxix
Front Matter ....Pages 1-1
 Rule Induction of Automotive Historic Styles Using Decision Tree Classifier  (Hung-Hsiang Wang, Chih-Ping Chen)....Pages 3-14
 Deep Learning for Multilingual POS Tagging  (Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev)....Pages 15-24
 Study of Machine Learning Techniques on Accident Data  (Zakaria Shams Siam, Rubyat Tasnuva Hasan, Soumik Sarker Anik, Ankit Dev, Sumaia Islam Alita, Mustafizur Rahaman et al.)....Pages 25-37
 Soil Analysis and Unconfined Compression Test Study Using Data Mining Techniques  (Abdullah Md. Sarwar, Sayeed Md. Shaiban, Suparna Biswas, Arshi Siddiqui Promiti, Tarek Ibne Faysal, Lubaba Bazlul et al.)....Pages 38-48
 Self-sorting of Solid Waste Using Machine Learning  (Tyson Chan, Jacky H. Cai, Francis Chen, Ka C. Chan)....Pages 49-60
 Clustering Algorithms in Mining Fans Operating Mode Identification Problem  (Bartosz Jachnik, Paweł Stefaniak, Natalia Duda, Paweł Śliwiński)....Pages 61-73
 K-Means Clustering for Features Arrangement in Metagenomic Data Visualization  (Hai Thanh Nguyen, Toan Bao Tran, Huong Hoang Luong, Trung Phuoc Le, Nghi C. Tran, Quoc-Dinh Truong)....Pages 74-86
 Small Samples of Multidimensional Feature Vectors  (Leon Bobrowski)....Pages 87-98
 Using Fourier Series to Improve the Discrete Grey Model (1, 1)  (Van-Thanh Phan, Zbigniew Malara, Ngoc Thang Nguyen)....Pages 99-109
 Studying on the Accuracy Improvement of GM (1, 1) Model  (Van Đat Nguyen, Van-Thanh Phan, Ngoc Thang Nguyen, Doan Nhan Dao, Le Thanh Ha)....Pages 110-121
Front Matter ....Pages 123-123
 An Evaluation of Image-Based Malware Classification Using Machine Learning  (Tran The Son, Chando Lee, Hoa Le-Minh, Nauman Aslam, Moshin Raza, Nguyen Quoc Long)....Pages 125-138
 Automatic Container Code Recognition Using MultiDeep Pipeline  (Duy Nguyen, Duc Nguyen, Thong Nguyen, Khoi Ngo, Hung Cao, Thinh Vuong et al.)....Pages 139-153
 An Efficient Solution for People Tracking and Profiling from Video Streams Using Low-Power Compute  (Marius Eduard Cojocea, Traian Rebedea)....Pages 154-165
 Simple Pose Network with Skip-Connections for Single Human Pose Estimation  (Van-Thanh Hoang, Kang-Hyun Jo)....Pages 166-174
 Simple Fine-Tuning Attention Modules for Human Pose Estimation  (Tien-Dat Tran, Xuan-Thuy Vo, Moahamammad-Ashraf Russo, Kang-Hyun Jo)....Pages 175-185
 Human Eye Detector with Light-Weight and Efficient Convolutional Neural Network  (Duy-Linh Nguyen, Muhamad Dwisnanto Putro, Kang-Hyun Jo)....Pages 186-196
Front Matter ....Pages 197-197
 Robust Content-Based Recommendation Distribution System with Gaussian Mixture Model  (Dat Nguyen Van, Van Toan Pham, Ta Minh Thanh)....Pages 199-211
 Incremental SVD-Based Collaborative Filtering Enhanced with Diversity for Personalized Recommendation  (Minh Quang Pham, Thi Thanh Sang Nguyen, Pham Minh Thu Do, Adrianna Kozierkiewicz)....Pages 212-223
 Collaborative Filtering Recommendation Based on Statistical Implicative Analysis  (Hiep Xuan Huynh, Nghia Quoc Phan, Nghia Duong-Trung, Ha Thu Thi Nguyen)....Pages 224-235
Front Matter ....Pages 237-237
 Object Searching on Video Using ORB Descriptor and Support Vector Machine  (Faisal Dharma Adhinata, Agus Harjoko, Wahyono)....Pages 239-251
 An Improved of Joint Reversible Data Hiding Methods in Encrypted Remote Sensing Satellite Images  (Ali Syahputra Nasution, Gunawan Wibisono)....Pages 252-263
 3D Kinematics of Upper Limb Functional Assessment Using HTC Vive in Unreal Engine 4  (Kai Liang Lew, Kok Swee Sim, Shing Chiang Tan, Fazly Salleh Abas)....Pages 264-275
 2D-CNN Based Segmentation of Ischemic Stroke Lesions in MRI Scans  (Pir Masoom Shah, Hikmat Khan, Uferah Shafi, Saif ul Islam, Mohsin Raza, Tran The Son et al.)....Pages 276-286
 Melanoma Skin Cancer Classification Using Transfer Learning  (Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Gwetu)....Pages 287-297
Front Matter ....Pages 299-299
 Design a Neural Controller to Control Rescue Quadcopter in Hang Status  (Nguyen Hoang Mai, Le Quoc Huy, Tran The Son)....Pages 301-313
 Multidimensional Analysis of SCADA Stream Data for Estimating the Energy Efficiency of Mining Transport  (Paweł Stefaniak, Paweł Śliwiński, Natalia Duda, Bartosz Jachnik)....Pages 314-325
 A Simple Method of the Haulage Cycles Detection for LHD Machine  (Koperska Wioletta, Skoczylas Artur, Stefaniak Paweł)....Pages 326-337
 Haul Truck Cycle Identification Using Support Vector Machine and DBSCAN Models  (Dawid Gawelski, Bartosz Jachnik, Pawel Stefaniak, Artur Skoczylas)....Pages 338-350
Front Matter ....Pages 351-351
 Data Quality Management in ERP Systems – Accounting Case  (Marcin Hernes, Andrzej Bytniewski, Karolina Mateńczuk, Artur Rot, Szymon Dziuba, Marcin Fojcik et al.)....Pages 353-362
 A Model of Enterprise Analytical Platform for Supply Chain Management  (Paweł Pyda, Helena Dudycz, Paweł Stefaniak)....Pages 363-375
 Identification the Determinants of Pre-revenue Young Enterprises Value  (Robert Golej)....Pages 376-388
 Blockchain Platform Taxonomy  (Andrew A. Varnavskiy, Ulia M. Gruzina, Anastasiya O. Buryakova)....Pages 389-401
 Brain Tumor Medical Diagnosis. How to Assess the Quality of Projection Model?  (Pawel Siarka)....Pages 402-410
 Meta-learning Process Analytics for Adaptive Tutoring Systems  (Gracja Niesler, Andrzej Niesler)....Pages 411-423
Front Matter ....Pages 425-425
 Visualization of Structural Dependencies Hidden in a Large Data Set  (Bogumila Hnatkowska)....Pages 427-439
 Internet Advertising Strategy Based on Information Growth in the Zettabyte Era  (Amadeusz Lisiecki, Dariusz Król)....Pages 440-452
 An Approach Using Linked Data for Open Tourist Data Exploration of Thua Thien Hue Province  (Hoang Bao Hung, Hanh Huu Hoang, Le Vinh Chien)....Pages 453-464
 A Literature Review on Dynamic Pricing - State of Current Research and New Directions  (Karol Stasinski)....Pages 465-477
Front Matter ....Pages 479-479
 Sentiment Analysis by Using Supervised Machine Learning and Deep Learning Approaches  (Saud Naeem, Doina Logofătu, Fitore Muharemi)....Pages 481-491
 EEG Based Source Localization and Functional Connectivity Analysis  (Soe Myat Thu, Khin Pa Pa Aung)....Pages 492-502
 Fitness Function Design for Neuroevolution in Goal-Finding Game Environments  (K. Vignesh Kumar, R. Sourav, C. Shunmuga Velayutham, Vidhya Balasubramanian)....Pages 503-515
 An Application of Machine Learning and Image Processing to Automatically Detect Teachers’ Gestures  (Josefina Hernández Correa, Danyal Farsani, Roberto Araya)....Pages 516-528
 The Effect of Teacher Unconscious Behaviors on the Collective Unconscious Behavior of the Classroom  (Roberto Araya, Danyal Farsani)....Pages 529-540
Front Matter ....Pages 541-541
 Situational Awareness Model of IoV Based on Fuzzy Evaluation and Markov Chain  (Pengfei Zhang, Li Fei, Zuqi Liao, Jiayan Zhang, Ding Chen)....Pages 543-557
 A Framework for Enhancing Supplier Selection Process by Using SOEKS and Decisional DNA  (Muhammad Bilal Ahmed, Cesar Sanin, Edward Szczerbicki)....Pages 558-565
 An Efficient Approach for Improving Recursive Joins Based on Three-Way Joins in Spark  (Thanh-Ngoan Trieu, Anh-Cang Phan, Thuong-Cang Phan)....Pages 566-578
 Lambda Architecture for Anomaly Detection in Online Process Mining Using Autoencoders  (Philippe Krajsic, Bogdan Franczyk)....Pages 579-589
Front Matter ....Pages 591-591
 Biomedical Text Recognition Using Convolutional Neural Networks: Content Based Deep Learning  (Sisir Joshi, Abeer Alsadoon, S. M. N. Arosha Senanayake, P. W. C. Prasad, Abdul Ghani Naim, Amr Elchouemi)....Pages 593-604
 Pattern Mining Predictor System for Road Accidents  (Sisir Joshi, Abeer Alsadoon, S. M. N. Arosha Senanayake, P. W. C. Prasad, Shiaw Yin Yong, Amr Elchouemi et al.)....Pages 605-615
 Artificial Neural Network Approach to Flood Forecasting in the Vu Gia–Thu Bon Catchment, Vietnam  (Duy Vu Luu, Thi Ngoc Canh Doan, Ngoc Duong Vo)....Pages 616-625
 Ensuring Comfort Microclimate for Sportsmen in Sport Halls: Comfort Temperature Case Study  (Bakhytzhan Omarov, Bauyrzhan Omarov, Abdinabi Issayev, Almas Anarbayev, Bakhytzhan Akhmetov, Zhandos Yessirkepov et al.)....Pages 626-637
Front Matter ....Pages 639-639
 Smart Solution to Detect Images in Limited Visibility Conditions Based Convolutional Neural Networks  (Ha Huy Cuong Nguyen, Duc Hien Nguyen, Van Loi Nguyen, Thanh Thuy Nguyen)....Pages 641-650
 Experience Report on Developing a Crowdsourcing Test Platform for Mobile Applications  (Nguyen Thanh Binh, Mariem Allagui, Oum-El-Kheir Aktouf, Ioannis Parissis, Le Thi Thanh Binh)....Pages 651-661
 Vision Based Facial Expression Recognition Using Eigenfaces and Multi-SVM Classifier  (Hla Myat Maw, Soe Myat Thu, Myat Thida Mon)....Pages 662-673
 An Effective Vector Representation of Facebook Fan Pages and Its Applications  (Viet Hoang Phan, Duy Khanh Ninh, Chi Khanh Ninh)....Pages 674-685
Front Matter ....Pages 687-687
 Wordnet – a Basic Resource for Natural Language Processing: The Case of plWordNet  (Agnieszka Dziob, Tomasz Naskręt)....Pages 689-700
 KEFT: Knowledge Extraction and Graph Building from Statistical Data Tables  (Rabia Azzi, Sylvie Despres, Gayo Diallo)....Pages 701-713
 Devising a Cross-Domain Model to Detect Fake Review Comments  (Chen-Shan Wei, Ping-Yu Hsu, Chen-Wan Huang, Ming-Shien Cheng, Grandys Frieska Prassida)....Pages 714-725
Front Matter ....Pages 727-727
 Towards the Uzbek Language Endings as a Language Resource  (Sanatbek Matlatipov, Ualsher Tukeyev, Mersaid Aripov)....Pages 729-740
 Inferring the Complete Set of Kazakh Endings as a Language Resource  (Ualsher Tukeyev, Aidana Karibayeva)....Pages 741-751
 A Multi-filter BiLSTM-CNN Architecture for Vietnamese Sentiment Analysis  (Lac Si Le, Dang Van Thin, Ngan Luu-Thuy Nguyen, Son Quoc Trinh)....Pages 752-763
Front Matter ....Pages 765-765
 Causality in Probabilistic Fuzzy Logic and Alternative Causes as Fuzzy Duals  (Serge Robert, Usef Faghihi, Youssef Barkaoui, Nadia Ghazzali)....Pages 767-776
 Enhance Trend Extraction Results by Refining with Additional Criteria  (Ei Thwe Khaing, Myint Myint Thein, Myint Myint Lwin)....Pages 777-788
 Image Captioning in Vietnamese Language Based on Deep Learning Network  (Ha Nguyen Tien, Thanh-Ha Do, Van-Anh Nguyen)....Pages 789-800
 Textual Clustering: Towards a More Efficient Descriptors of Texts  (Ayoub Bokhabrine, Ismaïl Biskri, Nadia Ghazzali)....Pages 801-810
 Artificial Intelligence in Detecting Suicidal Content on Russian-Language Social Networks  (Sergazy Narynov, Kanat Kozhakhmet, Daniyar Mukhtarkhanuly, Aizhan Sambetbayeva, Batyrkhan Omarov)....Pages 811-820
Back Matter ....Pages 821-823