Computational Collective Intelligence

1. Front Matter

   Pages I-XXVII

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2. Cooperative Strategies for Decision Making and Optimization

   1. Front Matter

      Pages 1-1

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   2. Gene Expression Programming Ensemble for Classifying Big Datasets

      • Joanna Jȩdrzejowicz, Piotr Jȩdrzejowicz

      Pages 3-12

   3. Shapley Value in a Priori Measuring of Intellectual Capital Flows

      • Jacek Mercik

      Pages 13-21

   4. MDBR: Mobile Driving Behavior Recognition Using Smartphone Sensors

      • Dang-Nhac Lu, Thi-Thu-Trang Ngo, Hong-Quang Le, Thi-Thu-Hien Tran, Manh-Hai Nguyen

      Pages 22-31

   5. Adaptive Motivation System Under Modular Reinforcement Learning for Agent Decision-Making Modeling of Biological Regulation

      • Amine Chohra, Kurosh Madani

      Pages 32-42

3. Computational Swarm Intelligence

   1. Front Matter

      Pages 43-43

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   2. Simulated Annealing for Finding TSP Lower Bound

      • Łukasz Strąk, Wojciech Wieczorek, Arkadiusz Nowakowski

      Pages 45-55

   3. A Cellular Automaton Based System for Traffic Analyses on the Roundabout

      • Krzysztof Małecki, Jarosław Wątróbski, Waldemar Wolski

      Pages 56-65

   4. The Swarm-Like Update Scheme for Opinion Formation

      • Tomasz M. Gwizdałła

      Pages 66-75

   5. A Comparative Study of Different Variants of a Memetic Algorithm for ATSP

      • Krzysztof Szwarc, Urszula Boryczka

      Pages 76-86

   6. Improving ACO Convergence with Parallel Tempering

      • Rafał Skinderowicz

      Pages 87-96

   7. Modeling Skiers’ Dynamics and Behaviors

      • Dariusz Pałka, Jarosław Wąs

      Pages 97-106

   8. Genetic Algorithm as Optimization Tool for Differential Cryptanalysis of DES6

      • Kamil Dworak, Urszula Boryczka

      Pages 107-116

4. Machine Learning in Medicine and Biometrics

   1. Front Matter

      Pages 117-117

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   2. Edge Real-Time Medical Data Segmentation for IoT Devices with Computational and Memory Constrains

      • Marcin Bernas, Bartłomiej Płaczek, Alicja Sapek

      Pages 119-128

   3. A Privacy Preserving and Safety-Aware Semi-supervised Model for Dissecting Cancer Samples

      • P. S. Deepthi, Sabu M. Thampi

      Pages 129-138

   4. Decision Fusion Methods in a Dispersed Decision System - A Comparison on Medical Data

      • Małgorzata Przybyła-Kasperek, Agnieszka Nowak-Brzezińska, Roman Simiński

      Pages 139-149

   5. Knowledge Exploration in Medical Rule-Based Knowledge Bases

      • Agnieszka Nowak-Brzezińska, Tomasz Rybotycki, Roman Simiński, Małgorzata Przybyła-Kasperek

      Pages 150-160

   6. Computer User Verification Based on Typing Habits and Finger-Knuckle Analysis

      • Hossein Safaverdi, Tomasz Emanuel Wesolowski, Rafal Doroz, Krzysztof Wrobel, Piotr Porwik

      Pages 161-170

This two-volume  set (LNAI 10448 and LNAI 10449) constitutes the refereed proceedings of the 9th International Conference on Collective Intelligence, ICCCI 2017, held in Nicosia, Cyprus, in September 2017.
The 117 full papers presented were carefully reviewed and selected from 248 submissions. The conference focuseson the methodology and applications of computational collective intelligence, included: multi-agent systems, knowledge engineering and semantic web, social networks and recommender systems, text processing and information retrieval, data mining methods and applications, sensor networks and internet of things, decision support & control systems, and computer vision techniques. 

• artificial intelligence
• internet
• learning systems
• sensors
• world wide web
• data mining
• image processing
• Support Vector Machines (SVM)
• computational linguistics
• telecommunication networks
• Social Networks (SN)
• genetic algorithms
• ubiquitous computing
• clustering algorithms
• data security
• internet of things
• data communication systems
• twitter
• learning algorithms
• classifiers

• Department of Information Systems, Faculty of Computer Science and Management, Wrocław University of Science and Technology, Wrocław, Poland

  Ngoc Thanh Nguyen, Bogdan Trawiński

• Department of Computer Science, University of Cyprus, Nicosia, Cyprus

  George A. Papadopoulos

• Department of Information Systems, Gdynia Maritime University, Gdynia, Poland

  Piotr Jędrzejowicz

• Department of Information Systems, University of Münster, Münster, Germany

  Gottfried Vossen

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