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ICCCI 2021: Rhodes, Greece
- Ngoc Thanh Nguyen
, Lazaros Iliadis
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
Negative Sampling for Knowledge Graph Completion Based on Generative Adversarial Network. 3-15 - Thanh Le
Learning Embedding for Knowledge Graph Completion with Hypernetwork. 16-28 - Thanh Le
RotatHS: Rotation Embedding on the Hyperplane with Soft Constraints for Link Prediction on Knowledge Graph. 29-41 - Bogumila Hnatkowska
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
A Knowledge Graph Embedding Based Approach for Learning Path Recommendation for Career Goals. 66-78
Social Networks and Recommender Systems
- Shima Beigi
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
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
News Recommendations by Combining Intra-session with Inter-session and Content-Based Probabilistic Modelling. 154-166 - Tran Thanh Dien
Deep Matrix Factorization for Learning Resources Recommendation. 167-179 - Patient Zihisire Muke
Impact of the Stroop Effect on Cognitive Load Using Subjective and Psychophysiological Measures. 180-196
Collective Decision-Making
- Soma Dutta
Toward a Computing Model Dealing with Complex Phenomena: Interactive Granular Computing. 199-214 - Vincenzo Suriani
Coordination and Cooperation in Robot Soccer. 215-227 - Daniel H. Stolfi
Improving Pheromone Communication for UAV Swarm Mobility Management. 228-240 - Frédéric Guinand
UAV-UGV Multi-robot System for Warehouse Inventory: Scheduling Issues. 241-254 - Chun-Hao Chen
An Effective Correlation-Based Pair Trading Strategy Using Genetic Algorithms. 255-263 - Tsutomu Kumazawa
Exploration Strategies for Model Checking with Ant Colony Optimization. 264-276 - Katarzyna Rudnik
Periodic Distributed Delivery Routes Planning Subject to Uncertainty of Travel Parameters. 277-289 - Jaroslaw Wikarek
Decision Support Model for the Configuration of Multidimensional Resources in Multi-project Management. 290-303 - Sylwia Bielaszek
New Extensions of Reproduction Operators In solving LABS Problem Using EMAS Meta-Heuristic. 304-316 - Tadeusz Szuba
Adam Smith's Invisible Hand as a New, Powerful and Robust Control Paradigm for Collective AI Robotics. 317-329 - Costin Badica
Polynomial Algorithms for Synthesizing Specific Classes of Optimal Block-Structured Processes. 330-343
Cooperative Strategies for Decision Making and Optimization
- Piotr Jedrzejowicz
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
Adaptive Goal Function of Ant Colony Optimization in Fake News Detection. 387-400
Data Mining and Machine Learning
- Leon Bobrowski
Feature (Gene) Clustering with Collinearity Models. 403-415 - Nghia T. Nguyen, Phuong Luu Vo
A Reinforcement Learning Framework for Multi-source Adaptive Streaming. 416-426 - Anastasios Panagiotis Psathas
Hybrid Computational Intelligence Modeling of Coseismic Landslides' Severity. 427-442 - Trong-Triet Nguyen
Developing a Prescription Recognition System Based on CRAFT and Tesseract. 443-455 - Andrzej W. Przybyszewski
Concept of Parkinson Leading to Understanding Mechanisms of the Disease. 456-466 - N. T. Tung
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
Deep Learning with Optimization Techniques for the Classification of Spoken English Digit. 494-507 - Rafal Palak
An Implementation of Formal Framework for Collective Systems in Air Pollution Prediction System. 508-520
Computer Vision Techniques
- Melina Tziomaka
Ensembles of Deep Convolutional Neural Networks for Detecting Melanoma in Dermoscopy Images. 523-535 - Marcin Kutrzynski
Deep Learning Models for Architectural Façade Detection in Spherical Images. 536-548 - Mustapha Oloko-Oba
Ensemble of Convolution Neural Networks for Automatic Tuberculosis Classification. 549-559 - Manel Rhif
An Improved Forecasting Model from Satellite Imagery Based on Optimum Wavelet Bases and Adam Optimized LSTM Methods. 560-571 - Jaroslaw Bernacki
Fast Imaging Sensor Identification. 572-584 - Dan Popescu
Semantic Segmentation of Small Region of Interest for Agricultural Research Applications. 585-598 - Anh Nguyen
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
Morphology Model and Segmentation for Old Turkic Language. 629-642 - Ualsher Tukeyev
Universal Programs for Stemming, Segmentation, Morphological Analysis of Turkic Words. 643-654 - Trent Meier
Establishing the Informational Requirements for Modelling Open Domain Dialogue and Prototyping a Retrieval Open Domain Dialogue System. 655-667 - Krystian Wojtkiewicz
Estimating Semantics Distance of Texts Based on Used Terms Analysis. 668-681
Internet of Things: Technologies and Applications
- Konstantinos Demertzis
AI Threat Detection and Response on Smart Networks. 685-695 - Stanislaw Saganowski
A Resource-Aware Method for Parallel D2D Data Streaming. 696-707 - Juraj Machaj
Impact of Radio Map on the Performance of Fingerprinting Algorithms. 708-720 - Piotr Biernacki, Adam Ziebinski
The Adaptive Calibration Method for Single-Beam Distance Sensors. 721-732
Internet of Things and Computational Technologies for Collective Intelligence
- Evgeniya Istratova
Application of Traditional Machine Learning Models to Detect Abnormal Traffic in the Internet of Things Networks. 735-744 - Olga N. Dolinina
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
Autonomic Nervous System Assessment Based on HRV Analysis During Virtual Reality Serious Games. 756-768
Computational Intelligence for Multimedia Understanding
- Osman Tasdelen
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
Scale Input Adapted Attention for Image Denoising Using a Densely Connected U-Net: SADE-Net. 792-801
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