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2nd AIKE 2019: Sardinia, Italy

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  • Session I: Learning I
  • Session II: Sentiment and Emotion
  • Session III: Data, Knowledge and Rules
  • Session IV: System and Applications
  • Session V: Learning 2
  • Session VI: Ontologies and Knowledge Graphs
  • Session VII: Learning 3
  • Session VIII: Classification and Clustering
  • Session IX: Actions and Planning
  • Doctoral Consortium
  • International Workshop on Technology Enhanced Learning and Assessment (TELA)
  • International Workshop on AI Bigdata Cloud Technologies (ABC)

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  2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2019, Sardinia, Italy, June 3-5, 2019. IEEE 2019, ISBN 978-1-7281-1488-0

Session I: Learning I

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    Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan:
    A Novel Framework for Neural Architecture Search in the Hill Climbing Domain. 1-8
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    Amine Chemchem, François Alin, Michaël Krajecki:
    Combining SMOTE Sampling and Machine Learning for Forecasting Wheat Yields in France. 9-14
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    M. M. Manohara Pai, Vaibhav Mehrotra, Shreyas Aiyar, Ujjwal Verma, Radhika M. Pai:
    Automatic Segmentation of River and Land in SAR Images: A Deep Learning Approach. 15-20
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    Girisha S, M. M. Manohara Pai, Ujjwal Verma, Radhika M. Pai:
    Semantic Segmentation of UAV Aerial Videos using Convolutional Neural Networks. 21-27
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    Mengqi Yuan, Jinke Xu, Zhongnian Li:
    Long Tail Multi-label Learning. 28-31
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    Adrien Legrand, Harold Trannois, Alain Cournier:
    Use of Uncertainty with Autoencoder Neural Networks for Anomaly Detection. 32-35

Session II: Sentiment and Emotion

Session III: Data, Knowledge and Rules

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    Nonyelum Ndefo, Enrico Franconi:
    On Preserving Information in Schema Transformations: A Constructive Perspective. 57-64
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    Michael R. Genesereth, Abhijeet Mohapatra:
    Practical Reformulation of Deductive Databases. 65-72
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    Elio Masciari, Domenico Saccà, Irina Trubitsyna:
    Simple User Assistance by Data Posting. 73-80
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    Beniamino Di Martino, Claudio Mirarchi, Fedele Federico D'Abrunzo, Luigi Fiorillo, Nicola Iovine, Caterina Trebbi, Alberto Pavan:
    A Semantic and Rule Based Technique and Inference Engine for Discovering Real Estate Units in Building Information Models. 81-88
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    Mark Proctor, Davide Sottara:
    Rule Modularity and Execution Control Enhancements for a Java-Based Rule Engine. 89-96

Session IV: System and Applications

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    Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Sylvie Calabretto, Liyun He-Guelton, Frédéric Oblé, Michael Granitzer:
    Dataset Shift Quantification for Credit Card Fraud Detection. 97-100
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    Lorenzo Lepore, Manuel Namici, Giacomo Ronconi, Marco Ruzzi, Valerio Santarelli:
    The Mastro Ecosystem: Ontology-Based Data Management from Theory to Practice. 101-102
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    Simon Delecourt, Li Guo:
    Building a Robust Mobile Payment Fraud Detection System with Adversarial Examples. 103-106
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    Nicola Fiorentino, Sergio Greco, Cristian Molinaro, Irina Trubitsyna:
    ACQUA: Approximate Consistent Query Answering Over Inconsistent Knowledge Bases. 107-110
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    Mattia Atzeni, Maurizio Atzori:
    AskCO: A Multi-language and Extensible Smart Virtual Assistant. 111-112
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    Felix Zhan:
    How to Optimize Social Network Influence. 113-116

Session V: Learning 2

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    Ronghua Hu, Samir Bouindour, Hichem Snoussi, Abel Cherouat, Charbel Chahla:
    Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural Network. 117-122
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    Chetan Nadiger, Anil Kumar, Sherine Abdelhak:
    Federated Reinforcement Learning for Fast Personalization. 123-127
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    Stefan Kerscher, Bernd Ludwig, Nikolaus Müller:
    Investigating the Added Value of Combining Regression Results from Different Window Lengths. 128-135
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    Hyun Kwon, Hyunsoo Yoon, Ki-Woong Park:
    Selective Poisoning Attack on Deep Neural Network to Induce Fine-Grained Recognition Error. 136-139

Session VI: Ontologies and Knowledge Graphs

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    Yogita Suryawanshi, Haonan Qiu, Adel Ayara, Birte Glimm:
    An Ontological Model for Map Data in Automotive Systems. 140-147
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    Bilal Said, Lilia Cheniti-Belcadhi, Ghada A. El Khayat:
    An Ontology for Personalization in Serious Games for Assessment. 148-154
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    Federico Maria Scafoglieri, Domenico Lembo:
    A Formal Framework for Coupling Document Spanners with Ontologies. 155-162
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    Lilia Cheniti-Belcadhi, Ghada A. El Khayat, Bilal Said:
    Knowledge Engineering for Competence Assessment on Serious Games Based on Semantic Web. 163-166
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    Alexander Sakharov:
    Hierarchical Rules for Knowledge Representation and Learning. 167-171

Session VII: Learning 3

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    Samir Bouindour, Ronghua Hu, Hichem Snoussi:
    Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams. 172-178
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    Taketo Yoshida, Yasuo Kuniyoshi:
    Adversarial Imitation Learning between Agents with Different Numbers of State Dimensions. 179-186
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    Neda Nasiriani, Anna Cinzia Squicciarini, Zara Saldanha, Sanchit Goel, Nicola Zannone:
    Hierarchical Clustering for Discrimination Discovery: A Top-Down Approach. 187-194
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    Deogratias Mzurikwao, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Xiangxin Li, Guanglin Li, Woon-Hong Yeo, Christos Efstratiou, Chee Siang Ang:
    A Channel Selection Approach Based on Convolutional Neural Network for Multi-channel EEG Motor Imagery Decoding. 195-202
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    Stephen Camilleri, Joel Azzopardi, Matthew R. Agius:
    Investigating the Relationship between Earthquakes and Online News. 203-210
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    Quentin Fournier, Daniel Aloise:
    Empirical Comparison between Autoencoders and Traditional Dimensionality Reduction Methods. 211-214

Session VIII: Classification and Clustering

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    Ujjwal Pasupulety, Aiman Abdullah Anees, Subham Anmol, Biju R. Mohan:
    Predicting Stock Prices using Ensemble Learning and Sentiment Analysis. 215-222
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    Marco Calderisi, Gabriele Galatolo, Ilaria Ceppa, Tommaso Motta, Francesco Vergentini:
    Improve Image Classification Tasks Using Simple Convolutional Architectures with Processed Metadata Injection. 223-230
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    Andrea Pasini, Elena Baralis:
    Detecting Anomalies in Image Classification by Means of Semantic Relationships. 231-238
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    Rodrigo Monteiro de Aquino, Fábio Gagliardi Cozman:
    Natural Language Explanations of Classifier Behavior. 239-242

Session IX: Actions and Planning

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    Yaniel Carreno, Ronald P. A. Petrick, Yvan R. Pétillot:
    Multi-agent Strategy for Marine Applications via Temporal Planning. 243-250
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    Alper Öner, Mehmet Selçuk Albayrak, Furkan Guner, Idris Murat Atakli:
    An Activity Recognition Application Based on Markov Decision Process Through Fish Eye Camera. 251-258
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    D. Michael Franklin:
    Hierarchical Modeling for Strategy-Based Multi-agent Multi-team Systems. 259-266
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    Rizwan Asif, Hendrik Löffel, Vorapol Assavasangthong, Giulio Martinelli, Phillip Gajland, Borja Gálvez:
    Aerial Path Planning for Multi-Vehicles. 267-272

Doctoral Consortium

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    Antonela Tommasel:
    Friend or Foe: Studying user Trustworthiness for Friend Recommendation in the Era of Misinformation. 273-276
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    Selam Waktola, Krzysztof Grudzien, Laurent Babout:
    Stagnant Zone Segmentation with U-Net. 277-280
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    Ignacio Gatti:
    A Hybrid Approach for Artwork Recommendation. 281-284
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    Sujoy Chatterjee:
    Decision Making from Multiple Crowd Opinions. 285-288
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    Mrinal Kanti Baowaly, Chao-Lin Liu, Kuan-Ta Chen:
    Realistic Data Synthesis Using Enhanced Generative Adversarial Networks. 289-292
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    Sangeeta Yadav, Sashikumaar Ganesan:
    How Deep Learning performs with Singularly Perturbed Problems? 293-297
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    Rafael Elias de Lima Escalfoni, Mônica Ferreira da Silva, Jonice Oliveira:
    Coral Framework - A Big Social Data Approach to Boost Startup Ecosystem. 298-301
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    Vu Nguyen:
    Bayesian Optimization for Accelerating Hyper-Parameter Tuning. 302-305

International Workshop on Technology Enhanced Learning and Assessment (TELA)

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    Sara Nasr, Oleg V. German:
    Assessment of Graduate Students' Resumes Using Short Text Searching Method. 306-308

International Workshop on AI Bigdata Cloud Technologies (ABC)

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    Jaemin Jung, Kyeonghwan Lim, Byoungchul Kim, Seong-je Cho, Sangchul Han, Kyoungwon Suh:
    Detecting Malicious Android Apps using the Popularity and Relations of APIs. 309-312
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    Ali Jabbari, Olivier Sauvage, Nicolas Cabioch:
    Towards a Knowledge Base of Financial Relations: Overview and Project Description. 313-316
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    Minjae Kim, SungHwan Jeon, Heeseong Shin, Wonseok Choi, Haejin Chung, Yunmook Nah:
    Movie Recommendation based on User Similarity of Consumption Pattern Change. 317-319

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