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ICCCI 2021: Kallithea, Rhodes, Greece - CCIS Volume
- Krystian Wojtkiewicz
, Jan Treur
Advances in Computational Collective Intelligence - 13th International Conference, ICCCI 2021, Kallithea, Rhodes, Greece, September 29 - October 1, 2021, Proceedings. Communications in Computer and Information Science 1463, Springer 2021, ISBN 978-3-030-88112-2
Social Networks and Recommender Systems
- Dariusz Barbucha
Identifying Key Actors in Organizational Social Network Based on E-Mail Communication. 3-14 - Muhammad Alrashidi
Social Recommendation for Social Networks Using Deep Learning Approach: A Systematic Review. 15-29 - Michal Dobrovolny
Session Based Recommendations Using Char-Level Recurrent Neural Networks. 30-41
Collective Decision-Making
- Zhen-Yao Chen:
Hybridization of Metaheuristic and Population-Based Algorithms with Neural Network Learning for Function Approximation. 45-56 - Sahand Shaghaghi
Valentino Braitenberg's Table: Downhill Innovation of Vehicles via Darwinian Evolution. 57-72 - Dariusz Król
Testing for Data Quality Assessment: ACase Study from the Industry 4.0 Perspective. 73-85 - Madiha Harrabi, Olfa Belkahla Driss
Hybrid Biogeography-Based Optimization Algorithm for Job Shop Scheduling Problem with Time Lags and Single Transport Robot. 86-98
Computer Vision Techniques
- Amad Asif
Deep Component Based Age Invariant Face Recognition in an Unconstrained Environment. 101-113 - Muhammad Danish Waseem
Hybrid Vision Transformer for Domain Adaptable Person Re-identification. 114-122 - Marina Boronenko
Recognition of Changes in the Psychoemotional State of a Person by the Video Image of the Pupils. 123-133 - Artur Zawisza
Morphological Analysis of Histopathological Images Using Deep Learning. 134-145 - Bansari Vadgama
Developing a Three Dimensional Registration Method for Optical Coherence Tomography Data. 146-158 - Marek Kopel
Which Gameplay Aspects Impact the Immersion in Virtual Reality Games? 159-171
Innovations in Intelligent Systems
- Simran Setia, S. R. S. Iyengar, Amit Arjun Verma, Neeru Dubey:
Is Wikipedia Easy to Understand?: A Study Beyond Conventional Readability Metrics. 175-187 - Bogumila Hnatkowska:
Compatibility Checking of Business Rules Expressed in Natural Language Against Domain Specification. 188-198 - Le Nguyen Tuan Thanh
Agent-Based Modeling and Simulation of Citizens Sheltering During a Tsunami: Application to Da Nang City in Vietnam. 199-211 - Kasun Vithanage
Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task Game. 212-224 - Thang Le Dinh
Towards Smart Customer Knowledge Management Systems. 225-238
Cybersecurity Intelligent Methods
- Mateusz Szczepanski
The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data. 241-252 - Antonin Fuchs
Behavioral Anomaly Model for Detecting Compromised Accounts on a Social Network. 253-265 - Ewa Lyko
Adversarial Attacks on Face Detection Algorithms Using Anti-facial Recognition T-Shirts. 266-277 - Hanna Grodzicka
Security and Scalability in Private Permissionless Blockchain: Problems and Solutions Leading to Creating Consent-as-a-Service (CaaS) Deployment. 278-289
Data Mining and Machine Learning
- Javokhir Musaev
EMaxPPE: Epoch's Maximum Prediction Probability Ensemble Method for Deep Learning Classification Models. 293-303 - Krisztián Búza
Convolutional Neural Networks with Dynamic Convolution for Time Series Classification. 304-312 - Hao Duc Do
Enhancing Speech Signal Features with Linear Envelope Subtraction. 313-323 - Guillaume Lachaud
Entropy Role on Patch-Based Binary Classification for Skin Melanoma. 324-333 - Hung Nguyen, Duc Long Pham, Mau Hien Doan
Reinforcement Learning for Optimizing Wi-Fi Access Channel Selection. 334-347 - Chean Khim Toa
Emotiv Insight with Convolutional Neural Network: Visual Attention Test Classification. 348-357
Machine Learning in Real-World Data
- Anita Hrabia, Jan Kozak
Machine Learning in the Context of COVID-19 Pandemic Data Analysis. 361-374 - Tomasz Jach
Web Scraping Methods Used in Predicting Real Estate Prices. 375-387 - Ha Hoang Quoc Thi, Mau Hien Doan
Combining Feature Extraction Methods and Principal Component Analysis for Recognition of Vietnamese Off-Line Handwritten Uppercase Accented Characters. 388-398
Internet of Things and Computational Technologies for Collective Intelligence
- Sergazy Narynov, Zhandos Zhumanov, Aidana Gumar, Mariyam Khassanova, Batyrkhan Omarov
Detecting School Violence Using Artificial Intelligence to Interpret Surveillance Video Sequences. 401-412 - Zhandos Dosbayev
Audio Surveillance: Detection of Audio-Based Emergency Situations. 413-424 - Aliya Nugumanova
Understanding Bike Sharing Stations Usage with Chi-Square Statistics. 425-436 - Jomartova Sholpan
Intelligent System for Assessing the Socio-economic Situation in the Region. 437-447 - Behnam Seyedi, Octavian Postolache:
Integration of PSO Algorithm and Fuzzy Logic to Reduce Energy Consumption in IoT-Based Sensor Networks. 448-458
Smart Industry and Management Systems
- Leonid Koval, Daniel Pfaller, Mühenad Bilal
An Analysis of Convolutional Neural Network Models for Classifying Machine Tools. 461-473 - Anna-Lena Kampen, Marcin Fojcik
Low-Level Wireless and Sensor Networks for Industry 4.0 Communication - Presentation. 474-484 - Rafal Cupek
Ontology-Based Approaches for Communication with Autonomous Guided Vehicles for Industry 4.0. 485-497 - Pawel Mielnik
Detecting of Minimal Changes in Physical Activity Using One Accelerometer Sensor. 498-508
Low Resource Languages Processing
- Zhandos Zhumanov, Ualsher Tukeyev:
Integrated Technology for Creating Quality Parallel Corpora. 511-524 - Diana Rakhimova
Development and Study of a Post-editing Model for Russian-Kazakh and English-Kazakh Translation Based on Machine Learning. 525-534 - Yntymak Abdrazakh
Development and Study of an Approach for Determining Incorrect Words of the Kazakh Language in Semi-structured Data. 535-545 - Son T. Luu
Conversational Machine Reading Comprehension for Vietnamese Healthcare Texts. 546-558 - Shynar Mussiraliyeva
Bigram Based Deep Neural Network for Extremism Detection in Online User Generated Contents in the Kazakh Language. 559-570
Computational Collective Intelligence and Natural Language Processing
- Toufik Mechouma
Cbow Training Time and Accuracy Optimization Using SkipGram. 573-585 - Laura Noreskal, Iris Eshkol-Taravella, Marianne Desmets:
Erroneous Coordinated Sentences Detection in French Students' Writings. 586-596 - Pawel Drozda
Comprehensive Evaluation of Word Embeddings for Highly Inflectional Language. 597-607 - Arkadiusz Janz
Constructing VeSNet: Mapping LOD Thesauri onto Princeton WordNet and Polish WordNet. 608-620 - Hasna Chouikhi
Arabic Sentiment Analysis Using BERT Model. 621-632
Computational Intelligence for Multimedia Understanding
- Ales Procházka, Hana Charvátová
Infrared Thermography and Computational Intelligence in Analysis of Facial Video-Records. 635-643 - Michal Havlícek, Michal Haindl
Optimized Texture Spectral Similarity Criteria. 644-655 - Andrea Carboni
Success and Hindrance Factors of AHA-Oriented Open Service Platforms. 656-668 - Erdem Safa Akkul
Bi-RDNet: Performance Enhancement for Remote Sensing Scene Classification with Rotational Duplicate Layers. 669-678 - Amir Aghabiglou
MR Image Reconstruction Based on Densely Connected Residual Generative Adversarial Network-DCR-GAN. 679-689 - Anna Moudrá, Michal Haindl
Underground Archeological Structures Detection. 690-702 - Sara Colantonio
A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging. 703-714 - Esra Ergün
Sparse Progressive Neural Networks for Continual Learning. 715-725
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