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Modelling and Development of Intelligent Systems

7th International Conference, MDIS 2020, Sibiu, Romania, October 22–24, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Dana Simian

    1. Lucian Blaga University of Sibiu, Sibiu, Romania

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    You can also search for this editor in PubMed   Google Scholar

  2. Laura Florentina Stoica

    1. Lucian Blaga University of Sibiu, Sibiu, Romania

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1341)

Included in the following conference series:

Conference proceedings info: MDIS 2020.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xxix
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  2. Evolutionary Computing

    1. Front Matter

      Pages 1-1
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    2. Embedding Human Behavior Using Multidimensional Economic Agents

      • Florentin Bota, Dana Simian
      Pages 3-19

    3. Tuning a Mamdani Fuzzy Controller with an Imperialist Competitive Algorithm

      • Stelian Ciurea
      Pages 20-34

    4. Optimizing the Integration Area and Performance of VLIW Architectures by Hardware/Software Co-design

      • Adrian Florea, Teodora Vasilas
      Pages 35-51

    5. Feed-Forward Neural Network Training by Hybrid Bat Algorithm

      • Stefan Milosevic, Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Milan Tuba
      Pages 52-66

    6. Architectural Design Optimization: Not an Usual Optimization Process

      • Elena Simona Nicoară
      Pages 67-80

  3. Intelligent Systems for Decision Support

    1. Front Matter

      Pages 81-81
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    2. The Virtual Doctor: The Online Tool to Organise Unscheduled Visits for Cystic Fibrosis (CF) Patients Using Machine Learning

      • Aine Curran, Tamara Vagg, Sabin Tabirca
      Pages 83-97

    3. Canonical Decomposition of Basic Belief Assignment for Decision-Making Support

      • Jean Dezert, Florentin Smarandache
      Pages 98-112

    4. KOI: An Architecture and Framework for Industrial and Academic Machine Learning Applications

      • Johannes Richter, Johannes Nau, Michael Kirchhoff, Detlef Streitferdt
      Pages 113-128

    5. Improving Credit Client Classification by Using Deep Neural Networks?

      • Klaus B. Schebesch, Ralf W. Stecking
      Pages 129-148

    6. Integrated Tool for Assisted Predictive Analytics

      • Florin Stoica, Laura Florentina Stoica
      Pages 149-166

    7. Creating Web Decision-Making Modules on the Basis of Decision Tables Transformations

      • Aleksandr Yu. Yurin, Nikita O. Dorodnykh
      Pages 167-184

  4. Machine Learning

    1. Front Matter

      Pages 185-185
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    2. Taking a Close Look at Twitter Communities and Clusters

      • Kowshik Bhowmik, Anca Ralescu
      Pages 187-201

    3. Fake News Detection Without External Knowledge

      • Zalán Bodó
      Pages 202-221

    4. Context for API Calls in Malware vs Benign Programs

      • Monika Chandrasekaran, Anca Ralescu, David Kapp, Temesguen M. Kebede
      Pages 222-234

    5. Machine Learning Based Query Exploration

      • Diana-Georgiana Mocanu
      Pages 235-250

    6. Data-Driven Insights on Secondary Education: A Case Study on Teachers’ Demography and Qualification

      • Dessislava Petrova-Antonova, Olga Georgieva
      Pages 251-263
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  1. Modelling and Development of Intelligent Systems

Keywords

About this book

This volume constitutes the refereed proceedings of the 7th International Conference on Modelling and Development of Intelligent Systems, MDIS 2020, held in Sibiu, Romania, in October 2020. Due to the COVID-19 pandemic the conference was held online. 

The 25 revised full papers presented in the volume were carefully reviewed and selected from 57 submissions. The papers are organized in topical sections on ​evolutionary computing; intelligent systems for decision support; machine learning; mathematical models for development of intelligent systems; modelling and optimization of dynamic systems; ontology engineering.

Editors and Affiliations

  • Lucian Blaga University of Sibiu, Sibiu, Romania

    Dana Simian, Laura Florentina Stoica

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