Artificial Intelligence Applications and Innovations

1. Front Matter

   Pages I-XXIV

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2. Social Media - Games - Ontologies

   1. Front Matter

      Pages 1-1

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   2. On Addressing the Challenges of Complex Stochastic Games Using “Representative” Moves

      • Armando H. Taucer, Spencer Polk, B. John Oommen

      Pages 3-13

   3. Finding Influential Users in Twitter Using Cluster-Based Fusion Methods of Result Lists

      • Alexandros Georgiou, Andreas Kanavos, Christos Makris

      Pages 14-27

   4. Studying the Dissemination of the K-core Influence in Twitter Cascades

      • Sarah Elsharkawy, Ghada Hassan, Tarek Nabhan, Mohamed Roushdy

      Pages 28-37

   5. Spam Filtering in Social Networks Using Regularized Deep Neural Networks with Ensemble Learning

      • Aliaksandr Barushka, Petr Hajek

      Pages 38-49

   6. Sub-event Detection on Twitter Network

      • Chao Chen, Gabriel Terejanu

      Pages 50-60

   7. Ontology-Based Spatial Pattern Recognition in Diagrams

      • Anitta Thomas, Aurona J. Gerber, Alta van der Merwe

      Pages 61-72

3. Deep Learning

   1. Front Matter

      Pages 73-73

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   2. Improving Deep Models of Person Re-identification for Cross-Dataset Usage

      • Sergey Rodionov, Alexey Potapov, Hugo Latapie, Enzo Fenoglio, Maxim Peterson

      Pages 75-84

   3. Keywords-To-Text Synthesis Using Recurrent Neural Network

      • Nikolaos Kolokas, Anastasios Drosou, Dimitrios Tzovaras

      Pages 85-96

   4. Attention-Based Temporal Weighted Convolutional Neural Network for Action Recognition

      • Jinliang Zang, Le Wang, Ziyi Liu, Qilin Zhang, Gang Hua, Nanning Zheng

      Pages 97-108

   5. Content-Aware Attention Network for Action Recognition

      • Ziyi Liu, Le Wang, Nanning Zheng

      Pages 109-120

   6. Cognition-Based Deep Learning: Progresses and Perspectives

      • Kai Yi, Shitao Chen, Yu Chen, Chao Xia, Nanning Zheng

      Pages 121-132

   7. A Novel Camera Based Approach for Automatic Expiry Date Detection and Recognition on Food Packages

      • Liyun Gong, Miao Yu, Wenting Duan, Xujiong Ye, Kjartan Gudmundsson, Mark Swainson

      Pages 133-142

   8. Spatial-Temproal Based Lane Detection Using Deep Learning

      • Yuhao Huang, Shitao Chen, Yu Chen, Zhiqiang Jian, Nanning Zheng

      Pages 143-154

4. Support Vector Machines

   1. Front Matter

      Pages 155-155

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   2. An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines

      • Paul Kelly, Luca Longo

      Pages 157-167

   3. A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization

      • Adrian Cătălin Florea, Răzvan Andonie

      Pages 168-180

5. Constraints

   1. Front Matter

      Pages 181-181

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This book constitutes the refereed proceedings of the 14th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2018, held in Rhodes, Greece, in May 2018.

The 42 full papers and 12 short papers were carefully reviewed and selected from 88 submissions. They are organized in the following topical sections: social media, games, ontologies; deep learning; support vector machines; constraints; machine learning, regression, classification; neural networks; medical intelligence; recommender systems; optimization; learning, intelligence; heuristic approaches, cloud; fuzzy; and human and computer interaction, sound, video, processing.

• algorithms
• artificial intelligence
• clustering
• computational linguistics
• data mining
• data security
• deep learning
• evolutionary algorithms
• genetic algorithms
• image processing
• machine learning
• Natural Language Processing (NLP)
• neural networks
• radio
• semantics
• sensor networks
• Support Vector Machines (SVM)
• wireless networks
• World Wide Web
• algorithm analysis and problem complexity

• School of Engineering, Democritus University of Thrace, Xanthi, Greece

  Lazaros Iliadis

• University of Piraeus, Piraeus, Greece

  Ilias Maglogiannis

• University of Thessaly, Lamia, Greece

  Vassilis Plagianakos

Policies and ethics