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ICCCI 2021: Rhodes, Greece
- Ngoc Thanh Nguyen
, Lazaros Iliadis
, Ilias Maglogiannis
, Bogdan Trawinski
:
Computational Collective Intelligence - 13th International Conference, ICCCI 2021, Rhodes, Greece, September 29 - October 1, 2021, Proceedings. Lecture Notes in Computer Science 12876, Springer 2021, ISBN 978-3-030-88080-4
Knowledge Engineering and Semantic Web
- Thanh Le
, Trinh Pham
, Bac Le
:
Negative Sampling for Knowledge Graph Completion Based on Generative Adversarial Network. 3-15 - Thanh Le
, Duy Nguyen
, Bac Le
:
Learning Embedding for Knowledge Graph Completion with Hypernetwork. 16-28 - Thanh Le
, Ngoc Huynh
, Bac Le
:
RotatHS: Rotation Embedding on the Hyperplane with Soft Constraints for Link Prediction on Knowledge Graph. 29-41 - Bogumila Hnatkowska
, Adrianna Kozierkiewicz
, Marcin Pietranik
, Hai Bang Truong
:
Assessing Ontology Alignments on the Level of Instances. 42-52 - Marcin Jodlowiec, Marek Krótkiewicz:
Describing Semantics of Data Metamodels: A Case Study of Association-Oriented Metamodel. 53-65 - Thu Tran Minh Nguyen
, Thinh Pham Quoc Tran:
A Knowledge Graph Embedding Based Approach for Learning Path Recommendation for Career Goals. 66-78
Social Networks and Recommender Systems
- Shima Beigi
, Francis Heylighen
:
Collective Consciousness Supported by the Web: Healthy or Toxic? 81-93 - Jan Treur
:
Equilibrium Analysis for Within-Network Dynamics: From Linear to Nonlinear Aggregation. 94-110 - Shairoz A. Evegroen, Yagel Schoonderbeek, Jan Treur
:
The Effect of Emergent Team Roles on Team Performance: A Computational Network Model. 111-125 - Laila van Ments, Jan Treur
, Jan Klein, Peter Roelofsma:
A Second-Order Adaptive Network Model for Shared Mental Models in Hospital Teamwork. 126-140 - Mihailo Ilic, Mirjana Ivanovic:
Modeling an Epidemic - Multiagent Approach Based on an Extended SIR Model. 141-153 - Panagiotis Symeonidis
, Dmitry Chaltsev
, Markus Zanker
, Yannis Manolopoulos
:
News Recommendations by Combining Intra-session with Inter-session and Content-Based Probabilistic Modelling. 154-166 - Tran Thanh Dien
, Hai Thanh Nguyen
, Nguyen Thai-Nghe
:
Deep Matrix Factorization for Learning Resources Recommendation. 167-179 - Patient Zihisire Muke
, Mateusz Piwowarczyk
, Zbigniew Telec
, Bogdan Trawinski
, Putri Ayu Maharani
, Patryk Bresso:
Impact of the Stroop Effect on Cognitive Load Using Subjective and Psychophysiological Measures. 180-196
Collective Decision-Making
- Soma Dutta
, Andrzej Skowron
:
Toward a Computing Model Dealing with Complex Phenomena: Interactive Granular Computing. 199-214 - Vincenzo Suriani
, Emanuele Antonioni
, Francesco Riccio
, Daniele Nardi
:
Coordination and Cooperation in Robot Soccer. 215-227 - Daniel H. Stolfi
, Matthias R. Brust
, Grégoire Danoy
, Pascal Bouvry
:
Improving Pheromone Communication for UAV Swarm Mobility Management. 228-240 - Frédéric Guinand
, François Guérin
, Etienne Petitprez
:
UAV-UGV Multi-robot System for Warehouse Inventory: Scheduling Issues. 241-254 - Chun-Hao Chen
, Wei-Hsun Lai
, Tzung-Pei Hong
:
An Effective Correlation-Based Pair Trading Strategy Using Genetic Algorithms. 255-263 - Tsutomu Kumazawa
, Munehiro Takimoto, Yasushi Kambayashi:
Exploration Strategies for Model Checking with Ant Colony Optimization. 264-276 - Katarzyna Rudnik
, Grzegorz Bocewicz
, Czeslaw Smutnicki
, Jaroslaw Pempera
, Zbigniew Banaszczak
:
Periodic Distributed Delivery Routes Planning Subject to Uncertainty of Travel Parameters. 277-289 - Jaroslaw Wikarek
, Pawel Sitek
, Zbigniew Banaszak
:
Decision Support Model for the Configuration of Multidimensional Resources in Multi-project Management. 290-303 - Sylwia Bielaszek
, Kamil Pietak
, Marek Kisiel-Dorohinicki
:
New Extensions of Reproduction Operators In solving LABS Problem Using EMAS Meta-Heuristic. 304-316 - Tadeusz Szuba
, Michal Drozdz
:
Adam Smith's Invisible Hand as a New, Powerful and Robust Control Paradigm for Collective AI Robotics. 317-329 - Costin Badica
, Alexandru Popa
:
Polynomial Algorithms for Synthesizing Specific Classes of Optimal Block-Structured Processes. 330-343
Cooperative Strategies for Decision Making and Optimization
- Piotr Jedrzejowicz
, Ewa Ratajczak-Ropel
, Izabela Wierzbowska
:
A Population-Based Framework for Solving the Job Shop Scheduling Problem. 347-359 - Joanna Jedrzejowicz, Piotr Jedrzejowicz:
Imbalanced Data Mining Using Oversampling and Cellular GEP Ensemble. 360-372 - Ireneusz Czarnowski
:
Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm. 373-386 - Barbara Probierz
, Jan Kozak
, Piotr Stefanski, Przemyslaw Juszczuk
:
Adaptive Goal Function of Ant Colony Optimization in Fake News Detection. 387-400
Data Mining and Machine Learning
- Leon Bobrowski
, Pawel Zabielski
:
Feature (Gene) Clustering with Collinearity Models. 403-415 - Nghia T. Nguyen, Phuong Luu Vo
, Thi Thanh Sang Nguyen
, Quan M. Le, Cuong T. Do, Ngoc Thanh Nguyen
:
A Reinforcement Learning Framework for Multi-source Adaptive Streaming. 416-426 - Anastasios Panagiotis Psathas
, Antonios Papaleonidas
, George Papathanassiou, Lazaros Iliadis
, Sotirios Valkaniotis:
Hybrid Computational Intelligence Modeling of Coseismic Landslides' Severity. 427-442 - Trong-Triet Nguyen
, Dat-Vu Vuong Nguyen
, Thanh Le
:
Developing a Prescription Recognition System Based on CRAFT and Tesseract. 443-455 - Andrzej W. Przybyszewski
, Jerzy Pawel Nowacki
, Aldona Drabik
, Stanislaw Szlufik
, Dariusz M. Koziorowski
:
Concept of Parkinson Leading to Understanding Mechanisms of the Disease. 456-466 - N. T. Tung
, Loan T. T. Nguyen
, Trinh D. D. Nguyen
, Adrianna Kozierkiewicz
:
Cross-Level High-Utility Itemset Mining Using Multi-core Processing. 467-479 - Jacek Trelinski, Bogdan Kwolek
:
Decision Combination in Classifier Committee Built on Deep Embedding Features. 480-493 - Jane Oruh
, Serestina Viriri
:
Deep Learning with Optimization Techniques for the Classification of Spoken English Digit. 494-507 - Rafal Palak
, Krystian Wojtkiewicz
, Mercedes G. Merayo
:
An Implementation of Formal Framework for Collective Systems in Air Pollution Prediction System. 508-520
Computer Vision Techniques
- Melina Tziomaka
, Ilias Maglogiannis
:
Ensembles of Deep Convolutional Neural Networks for Detecting Melanoma in Dermoscopy Images. 523-535 - Marcin Kutrzynski
, Bartosz Zak, Zbigniew Telec
, Bogdan Trawinski
:
Deep Learning Models for Architectural Façade Detection in Spherical Images. 536-548 - Mustapha Oloko-Oba
, Serestina Viriri
:
Ensemble of Convolution Neural Networks for Automatic Tuberculosis Classification. 549-559 - Manel Rhif
, Ali Ben Abbes
, Beatriz Martínez
, Imed Riadh Farah
:
An Improved Forecasting Model from Satellite Imagery Based on Optimum Wavelet Bases and Adam Optimized LSTM Methods. 560-571 - Jaroslaw Bernacki
, Rafal Scherer
:
Fast Imaging Sensor Identification. 572-584 - Dan Popescu
, Loretta Ichim
, Octavian Andrei Sava
:
Semantic Segmentation of Small Region of Interest for Agricultural Research Applications. 585-598 - Anh Nguyen
, Huong Thai
, Thanh Le
:
Severity Assessment of Facial Acne. 599-612 - Minh Khai Tran, Van Sinh Nguyen, Nghia Tuan To, Marcin Maleszka:
Processing and Visualizing the 3D Models in Digital Heritage. 613-625
Natural Language Processing
- Dinara Zhanabergenova
, Ualsher Tukeyev
:
Morphology Model and Segmentation for Old Turkic Language. 629-642 - Ualsher Tukeyev
, Aidana Karibayeva
, Aliya Turganbayeva
, Dina Amirova
:
Universal Programs for Stemming, Segmentation, Morphological Analysis of Turkic Words. 643-654 - Trent Meier
, Elias Pimenidis
:
Establishing the Informational Requirements for Modelling Open Domain Dialogue and Prototyping a Retrieval Open Domain Dialogue System. 655-667 - Krystian Wojtkiewicz
, Michal Kawa:
Estimating Semantics Distance of Texts Based on Used Terms Analysis. 668-681
Internet of Things: Technologies and Applications
- Konstantinos Demertzis
, Lazaros Iliadis
:
AI Threat Detection and Response on Smart Networks. 685-695 - Stanislaw Saganowski
, Przemyslaw Kazienko
:
A Resource-Aware Method for Parallel D2D Data Streaming. 696-707 - Juraj Machaj
, Peter Brida
, Ivana Bridova
:
Impact of Radio Map on the Performance of Fingerprinting Algorithms. 708-720 - Piotr Biernacki, Adam Ziebinski
, Damian Grzechca:
The Adaptive Calibration Method for Single-Beam Distance Sensors. 721-732
Internet of Things and Computational Technologies for Collective Intelligence
- Evgeniya Istratova
, Mikhail G. Grif
, Dmitry Dostovalov
:
Application of Traditional Machine Learning Models to Detect Abnormal Traffic in the Internet of Things Networks. 735-744 - Olga N. Dolinina
, Vitaly V. Pechenkin
, Madina Mansurova
, Dana Tolek
, Serik Ixsanov
:
Algorithmic Approach to Building a Route for the Removal of Household Waste with Associated Additional Loads in the "Smart Clean City" Project. 745-755 - Mariana Catela Jacob Rodrigues
, Octavian Postolache
, Francisco Cercas
:
Autonomic Nervous System Assessment Based on HRV Analysis During Virtual Reality Serious Games. 756-768
Computational Intelligence for Multimedia Understanding
- Osman Tasdelen
, Levent Çarkacioglu
, Behçet Ugur Töreyin
:
Anomaly Detection on ADS-B Flight Data Using Machine Learning Techniques. 771-783 - Sankari Balasubramaniyan, François Parmentier, Preden Roulleau, Mathieu Thevenin, Alexis Brenes, Maria Trocan:
Detection of Monolayer Graphene. 784-791 - Vedat Acar
, Ender Mete Eksioglu
:
Scale Input Adapted Attention for Image Denoising Using a Densely Connected U-Net: SADE-Net. 792-801

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