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ORCIDICCCI 2021: Kallithea, Rhodes, Greece - CCIS Volume
- Krystian Wojtkiewicz
, Jan Treur, Elias Pimenidis, Marcin Maleszka:
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, Pawel Szyman:
Identifying Key Actors in Organizational Social Network Based on E-Mail Communication. 3-14 - Muhammad Alrashidi, Ali Selamat, Roliana Ibrahim, Ondrej Krejcar:
Social Recommendation for Social Networks Using Deep Learning Approach: A Systematic Review. 15-29 - Michal Dobrovolny, Jaroslav Langer, Ali Selamat, Ondrej Krejcar:
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, Owais Hamid, Chrystopher L. Nehaniv:
Valentino Braitenberg's Table: Downhill Innovation of Vehicles via Darwinian Evolution. 57-72 - Dariusz Król, Tomasz Czarnecki:
Testing for Data Quality Assessment: ACase Study from the Industry 4.0 Perspective. 73-85 - Madiha Harrabi, Olfa Belkahla Driss, Khaled Ghédira:
Hybrid Biogeography-Based Optimization Algorithm for Job Shop Scheduling Problem with Time Lags and Single Transport Robot. 86-98
Computer Vision Techniques
- Amad Asif, Muhammad Atif Tahir, Mohsin Ali:
Deep Component Based Age Invariant Face Recognition in an Unconstrained Environment. 101-113 - Muhammad Danish Waseem, Muhammad Atif Tahir, Muhammad Nouman Durrani:
Hybrid Vision Transformer for Domain Adaptable Person Re-identification. 114-122 - Marina Boronenko, Oksana Isaeva, Yurii Boronenko, Vladimir Zelensky, Pavel Gulyaev:
Recognition of Changes in the Psychoemotional State of a Person by the Video Image of the Pupils. 123-133 - Artur Zawisza, Martin Tabakov, Konrad Karanowski, Krzysztof Galus:
Morphological Analysis of Histopathological Images Using Deep Learning. 134-145 - Bansari Vadgama, Doina Logofatu, Peter Thoma:
Developing a Three Dimensional Registration Method for Optical Coherence Tomography Data. 146-158 - Marek Kopel, Marta Rutkowska:
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, Phuong-Anh-Hung-Cuong Nguyen, Chihab Hanachi:
Agent-Based Modeling and Simulation of Citizens Sheltering During a Tsunami: Application to Da Nang City in Vietnam. 199-211 - Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando:
Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task Game. 212-224 - Thang Le Dinh, Nguyen Anh Khoa Dam:
Towards Smart Customer Knowledge Management Systems. 225-238
Cybersecurity Intelligent Methods
- Mateusz Szczepanski, Mikolaj Komisarek, Marek Pawlicki, Rafal Kozik, Michal Choras:
The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data. 241-252 - Antonin Fuchs, Miroslava Mikusová:
Behavioral Anomaly Model for Detecting Compromised Accounts on a Social Network. 253-265 - Ewa Lyko, Michal Kedziora:
Adversarial Attacks on Face Detection Algorithms Using Anti-facial Recognition T-Shirts. 266-277 - Hanna Grodzicka, Michal Kedziora, Lech Madeyski:
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, Ngoc Thanh Nguyen, Dosam Hwang:
EMaxPPE: Epoch's Maximum Prediction Probability Ensemble Method for Deep Learning Classification Models. 293-303 - Krisztián Búza, Margit Antal:
Convolutional Neural Networks with Dynamic Convolution for Time Series Classification. 304-312 - Hao Duc Do, Duc Thanh Chau, Dung Duc Nguyen, Tran Thai Son:
Enhancing Speech Signal Features with Linear Envelope Subtraction. 313-323 - Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Entropy Role on Patch-Based Binary Classification for Skin Melanoma. 324-333 - Hung Nguyen, Duc Long Pham, Mau Hien Doan, Thi Thanh Sang Nguyen, Duc Anh Vu Dinh, Adrianna Kozierkiewicz:
Reinforcement Learning for Optimizing Wi-Fi Access Channel Selection. 334-347 - Chean Khim Toa, Kok-Swee Sim, Shing Chiang Tan:
Emotiv Insight with Convolutional Neural Network: Visual Attention Test Classification. 348-357
Machine Learning in Real-World Data
- Anita Hrabia, Jan Kozak, Przemyslaw Juszczuk:
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, Rustam Abdrakhmanov, Oxana Akhmetova, Marat Nurtas, Zhalgasbek Iztayev, Lyazzat Zhaidakbaeva, Lazzat Shaimerdenova:
Audio Surveillance: Detection of Audio-Based Emergency Situations. 413-424 - Aliya Nugumanova, Almasbek Maulit, Madina Mansurova, Yerzhan Baiburin:
Understanding Bike Sharing Stations Usage with Chi-Square Statistics. 425-436 - Jomartova Sholpan, Mazakov Talgat, Daryn Mukhaev, Aigerim Mazakova, Gauhar Tolegen:
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, Markus Bregulla, Rafal Cupek:
An Analysis of Convolutional Neural Network Models for Classifying Machine Tools. 461-473 - Anna-Lena Kampen, Marcin Fojcik, Rafal Cupek, Jacek Stój:
Low-Level Wireless and Sensor Networks for Industry 4.0 Communication - Presentation. 474-484 - Rafal Cupek, Marcin Fojcik, Piotr Gaj, Jacek Stój:
Ontology-Based Approaches for Communication with Autonomous Guided Vehicles for Industry 4.0. 485-497 - Pawel Mielnik, Marcin Fojcik, Krzysztof Tokarz, Zuzanna Rodak, Bjarte Pollen:
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, Kamila Sagat, Kamila Zhakypbaeva, Aliya Zhunussova:
Development and Study of a Post-editing Model for Russian-Kazakh and English-Kazakh Translation Based on Machine Learning. 525-534 - Yntymak Abdrazakh, Aliya Turganbayeva, Diana Rakhimova:
Development and Study of an Approach for Determining Incorrect Words of the Kazakh Language in Semi-structured Data. 535-545 - Son T. Luu, Mao Nguyen Bui, Loi Duc Nguyen, Khiem Vinh Tran, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen:
Conversational Machine Reading Comprehension for Vietnamese Healthcare Texts. 546-558 - Shynar Mussiraliyeva, Batyrkhan Omarov, Milana Bolatbek, Kalamkas Bagitova, Zhanna Alimzhanova:
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, Ismaïl Biskri, Jean Guy Meunier, Alaidine Ben Ayed:
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, Krzysztof Sopyla, Juliusz Lewalski:
Comprehensive Evaluation of Word Embeddings for Highly Inflectional Language. 597-607 - Arkadiusz Janz, Grzegorz Kostkowski, Marek Maziarz:
Constructing VeSNet: Mapping LOD Thesauri onto Princeton WordNet and Polish WordNet. 608-620 - Hasna Chouikhi, Hamza Chniter, Fethi Jarray:
Arabic Sentiment Analysis Using BERT Model. 621-632
Computational Intelligence for Multimedia Understanding
- Ales Procházka, Hana Charvátová, Oldrich Vysata:
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, Dario Russo, Davide Moroni, Paolo Barsocchi, Alexander Nikolov, Carina Dantas, Diana Guardado, Ana Filipa Leandro, Willeke van Staalduinen, Efstathios Karanastasis, Vassiliki Andronikou, Javier Ganzarain, Silvia Rus, Frederic Lievens, Joana Oliveira Vieira, Carlos Juiz, Belén Bermejo, Christina Samuelsson, Anna Ekström, María Fernanda Cabrera-Umpiérrez, Silvia de los Ríos Pérez, Ad van Berlo:
Success and Hindrance Factors of AHA-Oriented Open Service Platforms. 656-668 - Erdem Safa Akkul, Berk Arican, Behçet Ugur Töreyin:
Bi-RDNet: Performance Enhancement for Remote Sensing Scene Classification with Rotational Duplicate Layers. 669-678 - Amir Aghabiglou, Ender Mete Eksioglu:
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, Antonio Salvati, Claudia Caudai, Ferruccio Bonino, Laura De Rosa, Maria Antonietta Pascali, Danila Germanese, Maurizia Rossana Brunetto, Francesco Faita:
A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging. 703-714 - Esra Ergün, Behçet Ugur Töreyin:
Sparse Progressive Neural Networks for Continual Learning. 715-725
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