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ORCIDICCCI 2020: Da Nang, Vietnam - CCIS Volume
- Marcin Hernes
, Krystian Wojtkiewicz, Edward Szczerbicki:
Advances in Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Da Nang, Vietnam, November 30 - December 3, 2020, Proceedings. Communications in Computer and Information Science 1287, Springer 2020, ISBN 978-3-030-63118-5
Data Mining and Machine Learning
- Hung-Hsiang Wang, Chih-Ping Chen:
Rule Induction of Automotive Historic Styles Using Decision Tree Classifier. 3-14 - Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev:
Deep Learning for Multilingual POS Tagging. 15-24 - Zakaria Shams Siam, Rubyat Tasnuva Hasan, Soumik Sarker Anik, Ankit Dev, Sumaia Islam Alita, Mustafizur Rahaman, Rashedur M. Rahman:
Study of Machine Learning Techniques on Accident Data. 25-37 - Abdullah Md. Sarwar, Sayeed Md. Shaiban, Suparna Biswas, Arshi Siddiqui Promiti, Tarek Ibne Faysal, Lubaba Bazlul, Md. Sazzad Hossain, Rashedur M. Rahman:
Soil Analysis and Unconfined Compression Test Study Using Data Mining Techniques. 38-48 - Tyson Chan, Jacky H. Cai, Francis Chen, Ka Ching Chan:
Self-sorting of Solid Waste Using Machine Learning. 49-60 - Bartosz Jachnik, Pawel Stefaniak, Natalia Duda, Pawel Sliwinski:
Clustering Algorithms in Mining Fans Operating Mode Identification Problem. 61-73 - Hai Thanh Nguyen, Toan Bao Tran, Huong Hoang Luong, Trung Phuoc Le, Nghi C. Tran, Quoc Dinh Truong:
K-Means Clustering for Features Arrangement in Metagenomic Data Visualization. 74-86 - Leon Bobrowski:
Small Samples of Multidimensional Feature Vectors. 87-98 - Van-Thanh Phan, Zbigniew Malara, Ngoc Thang Nguyen:
Using Fourier Series to Improve the Discrete Grey Model (1, 1). 99-109 - Van Dat Nguyen, Van-Thanh Phan, Ngoc Thang Nguyen, Doan Nhan Dao, Le Thanh Ha:
Studying on the Accuracy Improvement of GM (1, 1) Model. 110-121
Deep Learning and Applications for Industry 4.0
- Tran The Son, Chando Lee, Hoa Le Minh, Nauman Aslam, Moshin Raza, Nguyen Quoc Long:
An Evaluation of Image-Based Malware Classification Using Machine Learning. 125-138 - Duy Nguyen, Duc Nguyen, Thong Nguyen, Khoi Ngo, Hung Cao, Thinh Vuong, Tho Quan:
Automatic Container Code Recognition Using MultiDeep Pipeline. 139-153 - Marius Eduard Cojocea, Traian Rebedea:
An Efficient Solution for People Tracking and Profiling from Video Streams Using Low-Power Compute. 154-165 - Van-Thanh Hoang, Kang-Hyun Jo:
Simple Pose Network with Skip-Connections for Single Human Pose Estimation. 166-174 - Tien-Dat Tran, Xuan-Thuy Vo, Moahamammad-Ashraf Russo, Kang-Hyun Jo:
Simple Fine-Tuning Attention Modules for Human Pose Estimation. 175-185 - Duy-Linh Nguyen, Muhamad Dwisnanto Putro, Kang-Hyun Jo:
Human Eye Detector with Light-Weight and Efficient Convolutional Neural Network. 186-196
Recommender Systems
- Dat Nguyen Van, Van Toan Pham, Ta Minh Thanh:
Robust Content-Based Recommendation Distribution System with Gaussian Mixture Model. 199-211 - Minh Quang Pham, Thi Thanh Sang Nguyen, Pham Minh Thu Do, Adrianna Kozierkiewicz:
Incremental SVD-Based Collaborative Filtering Enhanced with Diversity for Personalized Recommendation. 212-223 - Hiep Xuan Huynh, Nghia Quoc Phan, Nghia Duong-Trung, Ha Thu Thi Nguyen:
Collaborative Filtering Recommendation Based on Statistical Implicative Analysis. 224-235
Computer Vision Techniques
- Faisal Dharma Adhinata, Agus Harjoko, Wahyono:
Object Searching on Video Using ORB Descriptor and Support Vector Machine. 239-251 - Ali Syahputra Nasution, Gunawan Wibisono:
An Improved of Joint Reversible Data Hiding Methods in Encrypted Remote Sensing Satellite Images. 252-263 - Kai Liang Lew, Kok Swee Sim, Shing Chiang Tan, Fazly Salleh Abas:
3D Kinematics of Upper Limb Functional Assessment Using HTC Vive in Unreal Engine 4. 264-275 - Pir Masoom Shah, Hikmat Ullah Khan, Uferah Shafi, Saif ul Islam, Mohsin Raza, Tran The Son, Hoa Le Minh:
2D-CNN Based Segmentation of Ischemic Stroke Lesions in MRI Scans. 276-286 - Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu:
Melanoma Skin Cancer Classification Using Transfer Learning. 287-297
Decision Support and Control Systems
- Nguyen Hoang Mai, Le Quoc Huy, Tran The Son:
Design a Neural Controller to Control Rescue Quadcopter in Hang Status. 301-313 - Pawel Stefaniak, Pawel Sliwinski, Natalia Duda, Bartosz Jachnik:
Multidimensional Analysis of SCADA Stream Data for Estimating the Energy Efficiency of Mining Transport. 314-325 - Wioletta Koperska, Artur Skoczylas, Pawel Stefaniak:
A Simple Method of the Haulage Cycles Detection for LHD Machine. 326-337 - Dawid Gawelski, Bartosz Jachnik, Pawel Stefaniak, Artur Skoczylas:
Haul Truck Cycle Identification Using Support Vector Machine and DBSCAN Models. 338-350
Intelligent Management Information Systems
- Marcin Hernes, Andrzej Bytniewski, Karolina Matenczuk, Artur Rot, Szymon Dziuba, Marcin Fojcik, Tran Luong Nguyet, Pawel Golec, Agata Kozina:
Data Quality Management in ERP Systems - Accounting Case. 353-362 - Pawel Pyda, Helena Dudycz, Pawel Stefaniak:
A Model of Enterprise Analytical Platform for Supply Chain Management. 363-375 - Robert Golej:
Identification the Determinants of Pre-revenue Young Enterprises Value. 376-388 - Andrew A. Varnavskiy, Ulia M. Gruzina, Anastasiya O. Buryakova:
Blockchain Platform Taxonomy. 389-401 - Pawel Siarka:
Brain Tumor Medical Diagnosis. How to Assess the Quality of Projection Model? 402-410 - Gracja Niesler, Andrzej Niesler:
Meta-learning Process Analytics for Adaptive Tutoring Systems. 411-423
Innovations in Intelligent Systems
- Bogumila Hnatkowska:
Visualization of Structural Dependencies Hidden in a Large Data Set. 427-439 - Amadeusz Lisiecki, Dariusz Król:
Internet Advertising Strategy Based on Information Growth in the Zettabyte Era. 440-452 - Hoang Bao Hung, Hanh Huu Hoang, Le Vinh Chien:
An Approach Using Linked Data for Open Tourist Data Exploration of Thua Thien Hue Province. 453-464 - Karol Stasinski:
A Literature Review on Dynamic Pricing - State of Current Research and New Directions. 465-477
Intelligent Modeling and Simulation Approaches for Games and Real World Systems
- Saud Naeem, Doina Logofatu, Fitore Muharemi:
Sentiment Analysis by Using Supervised Machine Learning and Deep Learning Approaches. 481-491 - Soe Myat Thu, Khin Pa Pa Aung:
EEG Based Source Localization and Functional Connectivity Analysis. 492-502 - K. Vignesh Kumar, R. Sourav, C. Shunmuga Velayutham, Vidhya Balasubramanian:
Fitness Function Design for Neuroevolution in Goal-Finding Game Environments. 503-515 - Josefina Hernández-Correa, Danyal Farsani, Roberto Araya:
An Application of Machine Learning and Image Processing to Automatically Detect Teachers' Gestures. 516-528 - Roberto Araya, Danyal Farsani:
The Effect of Teacher Unconscious Behaviors on the Collective Unconscious Behavior of the Classroom. 529-540
Experience Enhanced Intelligence to IoT
- Pengfei Zhang, Li Fei, Zuqi Liao, Jiayan Zhang, Ding Chen:
Situational Awareness Model of IoV Based on Fuzzy Evaluation and Markov Chain. 543-557 - Muhammad Bilal Ahmed, Cesar Sanín, Edward Szczerbicki:
A Framework for Enhancing Supplier Selection Process by Using SOEKS and Decisional DNA. 558-565 - Thanh-Ngoan Trieu, Anh-Cang Phan, Thuong-Cang Phan:
An Efficient Approach for Improving Recursive Joins Based on Three-Way Joins in Spark. 566-578 - Philippe Krajsic, Bogdan Franczyk:
Lambda Architecture for Anomaly Detection in Online Process Mining Using Autoencoders. 579-589
Data Driven IoT for Smart Society
- Sisir Joshi, Abeer Alsadoon, S. M. N. Arosha Senanayake, P. W. C. Prasad, Abdul Ghani Naim, Amr Elchouemi:
Biomedical Text Recognition Using Convolutional Neural Networks: Content Based Deep Learning. 593-604 - Sisir Joshi, Abeer Alsadoon, S. M. N. Arosha Senanayake, P. W. C. Prasad, Shiaw Yin Yong, Amr Elchouemi, Trung Hung Vo:
Pattern Mining Predictor System for Road Accidents. 605-615 - Duy Vu Luu, Thi-Ngoc-Canh Doan, Ngoc Duong Vo:
Artificial Neural Network Approach to Flood Forecasting in the Vu Gia-Thu Bon Catchment, Vietnam. 616-625 - Bakhytzhan Omarov, Bauyrzhan Omarov, Abdinabi Issayev, Almas Anarbayev, Bakhytzhan Akhmetov, Zhandos Yessirkepov, Yerlan Sabdenbekov:
Ensuring Comfort Microclimate for Sportsmen in Sport Halls: Comfort Temperature Case Study. 626-637
Applications of Collective Intelligence
- Ha Huy Cuong Nguyen, Duc Hien Nguyen, Van Loi Nguyen, Thanh Thuy Nguyen:
Smart Solution to Detect Images in Limited Visibility Conditions Based Convolutional Neural Networks. 641-650 - Nguyen Thanh Binh, Mariem Allagui, Oum-El-Kheir Aktouf, Ioannis Parissis, Le Thi Thanh Binh:
Experience Report on Developing a Crowdsourcing Test Platform for Mobile Applications. 651-661 - Hla Myat Maw, Soe Myat Thu, Myat Thida Mon:
Vision Based Facial Expression Recognition Using Eigenfaces and Multi-SVM Classifier. 662-673 - Viet Hoang Phan, Duy Khanh Ninh, Chi Khanh Ninh:
An Effective Vector Representation of Facebook Fan Pages and Its Applications. 674-685
Natural Language Processing
- Agnieszka Dziob, Tomasz Naskret:
Wordnet - a Basic Resource for Natural Language Processing: The Case of plWordNet. 689-700 - Rabia Azzi, Sylvie Desprès, Gayo Diallo:
KEFT: Knowledge Extraction and Graph Building from Statistical Data Tables. 701-713 - Chen-Shan Wei, Ping-Yu Hsu, Chen Wan Huang, Ming-Shien Cheng, Grandys Frieska Prassida:
Devising a Cross-Domain Model to Detect Fake Review Comments. 714-725
Low Resource Languages Processing
- Sanatbek Matlatipov, Ualsher Tukeyev, Mersaid M. Aripov:
Towards the Uzbek Language Endings as a Language Resource. 729-740 - Ualsher Tukeyev, Aidana Karibayeva:
Inferring the Complete Set of Kazakh Endings as a Language Resource. 741-751 - Lac Si Le, Dang Van Thin, Ngan Luu-Thuy Nguyen, Son Quoc Trinh:
A Multi-filter BiLSTM-CNN Architecture for Vietnamese Sentiment Analysis. 752-763
Computational Collective Intelligence and Natural Language Processing
- Serge Robert, Usef Faghihi, Youssef Barkaoui, Nadia Ghazzali:
Causality in Probabilistic Fuzzy Logic and Alternative Causes as Fuzzy Duals. 767-776 - Ei Thwe Khaing, Myint Myint Thein, Myint Myint Lwin:
Enhance Trend Extraction Results by Refining with Additional Criteria. 777-788 - Ha Nguyen Tien, Thanh-Ha Do, Van-Anh Nguyen:
Image Captioning in Vietnamese Language Based on Deep Learning Network. 789-800 - Ayoub Bokhabrine, Ismaïl Biskri, Nadia Ghazzali:
Textual Clustering: Towards a More Efficient Descriptors of Texts. 801-810 - Sergazy Narynov, Kanat Kozhakhmet, Daniyar Mukhtarkhanuly, Aizhan Sambetbayeva, Batyrkhan Omarov:
Artificial Intelligence in Detecting Suicidal Content on Russian-Language Social Networks. 811-820
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