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ORCIDICCCI 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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