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Foundations of Intelligent Systems

23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Marzena Kryszkiewicz

    1. Warsaw University of Technology, Warsaw, Poland

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  2. Annalisa Appice

    1. University of Bari Aldo Moro, Bari, Italy

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  3. Dominik Ślęzak

    1. Institute of Informatics, University of Warsaw, Warsaw, Poland

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  4. Henryk Rybinski

    1. Faculty of Electronics & Information, Warsaw University of Technology, Warsaw, Poland

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  5. Andrzej Skowron

    1. Institute of Mathematics, Warsaw University, Warsaw, Poland

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  6. Zbigniew W. Raś

    1. Department of Computer Science, University of North Carolina at Charlotte, North Carolina, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10352)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ISMIS 2017.

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Table of contents (72 papers)

  1. Front Matter

    Pages I-XXIX
    Download chapter PDF

  2. Invited Paper

    1. Front Matter

      Pages 1-1
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    2. Abductive Reasoning on Compliance Monitoring

      • Federico Chesani, Paola Mello, Marco Montali
      Pages 3-16

  3. Bioinformatics and Health Informatics

    1. Front Matter

      Pages 17-17
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    2. Multi-levels 3D Chromatin Interactions Prediction Using Epigenomic Profiles

      • Ziad Al Bkhetan, Dariusz Plewczynski
      Pages 19-28

    3. A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients

      • Mamoun Almardini, Zbigniew W. Raś
      Pages 29-36

    4. An Expert System Approach to Eating Disorder Diagnosis

      • Stefano Ferilli, Anna Maria Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
      Pages 37-46

    5. Multimodal System for Diagnosis and Polysensory Stimulation of Subjects with Communication Disorders

      • Adam Kurowski, Piotr Odya, Piotr Szczuko, Michał Lech, Paweł Spaleniak, Bożena Kostek et al.
      Pages 47-56

    6. Acute Kidney Injury Detection: An Alarm System to Improve Early Treatment

      • Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama
      Pages 57-63

    7. New Method of Calculating \(^{SR}CM\) Chirality Measure

      • Przemyslaw Szurmak, Jan Mulawka
      Pages 64-73

  4. Data Mining Methods

    1. Front Matter

      Pages 75-75
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    2. Selection of Initial Modes for Rough Possibilistic K-Modes Methods

      • Asma Ammar, Zied Elouedi
      Pages 77-86

    3. Accelerating Greedy K-Medoids Clustering Algorithm with \(L_1\) Distance by Pivot Generation

      • Takayasu Fushimi, Kazumi Saito, Tetsuo Ikeda, Kazuhiro Kazama
      Pages 87-96

    4. On the Existence of Kernel Function for Kernel-Trick of k-Means

      • Mieczysław A. Kłopotek
      Pages 97-104

    5. Using Network Analysis to Improve Nearest Neighbor Classification of Non-network Data

      • Maciej Piernik, Dariusz Brzezinski, Tadeusz Morzy, Mikolaj Morzy
      Pages 105-115

    6. An Accurate and Efficient Method to Detect Critical Links to Maintain Information Flow in Network

      • Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda
      Pages 116-126

  5. Deep Learning

    1. Front Matter

      Pages 127-127
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    2. Continuous Embedding Spaces for Bank Transaction Data

      • Ali Batuhan Dayioglugil, Yusuf Sinan Akgul
      Pages 129-135

    3. Shallow Reading with Deep Learning: Predicting Popularity of Online Content Using only Its Title

      • Wojciech Stokowiec, Tomasz Trzciński, Krzysztof Wołk, Krzysztof Marasek, Przemysław Rokita
      Pages 136-145

    4. Recurrent Neural Networks for Online Video Popularity Prediction

      • Tomasz Trzciński, Paweł Andruszkiewicz, Tomasz Bocheński, Przemysław Rokita
      Pages 146-153
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  1. Foundations of Intelligent Systems

Keywords

About this book

This book constitutes the proceedings of the 23rd International Symposium on Foundations of Intelligent Systems, ISMIS 2017, held in Warsaw, Poland, in June 2017. The 56 regular and 15 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers include both theoretical and practical aspects of machine learning, data mining methods, deep learning, bioinformatics and health informatics, intelligent information systems, knowledge-based systems, mining temporal, spatial and spatio-temporal data, text and Web mining. In addition, four special sessions were organized; namely, Special Session on Big Data Analytics and Stream Data Mining, Special Session on Granular and Soft Clustering for Data Science, Special Session on Knowledge Discovery with Formal Concept Analysis and Related Formalisms, and Special Session devoted to ISMIS 2017 Data Mining Competition on Trading Based on Recommendations, which was launched as a part of the conference.

Editors and Affiliations

  • Warsaw University of Technology, Warsaw, Poland

    Marzena Kryszkiewicz

  • University of Bari Aldo Moro, Bari, Italy

    Annalisa Appice

  • Institute of Informatics, University of Warsaw, Warsaw, Poland

    Dominik Ślęzak

  • Faculty of Electronics & Information, Warsaw University of Technology, Warsaw, Poland

    Henryk Rybinski

  • Institute of Mathematics, Warsaw University, Warsaw, Poland

    Andrzej Skowron

  • Department of Computer Science, University of North Carolina at Charlotte, North Carolina, USA

    Zbigniew W. Raś

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