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2nd AIKE 2019: Sardinia, Italy
- 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
- Mudit Verma
, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain. 1-8 - Amine Chemchem, François Alin, Michaël Krajecki:
Combining SMOTE Sampling and Machine Learning for Forecasting Wheat Yields in France. 9-14 - M. M. Manohara Pai, Vaibhav Mehrotra, Shreyas Aiyar, Ujjwal Verma
Automatic Segmentation of River and Land in SAR Images: A Deep Learning Approach. 15-20 - Girisha S
Semantic Segmentation of UAV Aerial Videos using Convolutional Neural Networks. 21-27 - Mengqi Yuan, Jinke Xu, Zhongnian Li:
Long Tail Multi-label Learning. 28-31 - Adrien Legrand, Harold Trannois, Alain Cournier:
Use of Uncertainty with Autoencoder Neural Networks for Anomaly Detection. 32-35
Session II: Sentiment and Emotion
- Stefania Costantini, Giovanni De Gasperis, Patrizio Migliarini
Multi-agent System Engineering for Emphatic Human-Robot Interaction. 36-42 - Lukasz Augustyniak
Aspect Detection using Word and Char Embeddings with (Bi) LSTM and CRF. 43-50 - James Usher, Lucía Morales
BREXIT: A Granger Causality of Twitter Political Polarisation on the FTSE 100 Index and the Pound. 51-54 - Kazuhiro Seki, Yusuke Ikuta:
Estimating Business Sentiment from News Texts. 55-56
Session III: Data, Knowledge and Rules
- Nonyelum Ndefo, Enrico Franconi:
On Preserving Information in Schema Transformations: A Constructive Perspective. 57-64 - Michael R. Genesereth
Practical Reformulation of Deductive Databases. 65-72 - Elio Masciari
Simple User Assistance by Data Posting. 73-80 - Beniamino Di Martino, Claudio Mirarchi
A Semantic and Rule Based Technique and Inference Engine for Discovering Real Estate Units in Building Information Models. 81-88 - Mark Proctor, Davide Sottara:
Rule Modularity and Execution Control Enhancements for a Java-Based Rule Engine. 89-96
Session IV: System and Applications
- 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 - Lorenzo Lepore, Manuel Namici, Giacomo Ronconi, Marco Ruzzi, Valerio Santarelli:
The Mastro Ecosystem: Ontology-Based Data Management from Theory to Practice. 101-102 - Simon Delecourt, Li Guo:
Building a Robust Mobile Payment Fraud Detection System with Adversarial Examples. 103-106 - Nicola Fiorentino, Sergio Greco
ACQUA: Approximate Consistent Query Answering Over Inconsistent Knowledge Bases. 107-110 - Mattia Atzeni, Maurizio Atzori
AskCO: A Multi-language and Extensible Smart Virtual Assistant. 111-112 - Felix Zhan:
How to Optimize Social Network Influence. 113-116
Session V: Learning 2
- Ronghua Hu, Samir Bouindour, Hichem Snoussi, Abel Cherouat, Charbel Chahla:
Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural Network. 117-122 - Chetan Nadiger, Anil Kumar, Sherine Abdelhak:
Federated Reinforcement Learning for Fast Personalization. 123-127 - Stefan Kerscher
Investigating the Added Value of Combining Regression Results from Different Window Lengths. 128-135 - Hyun Kwon
Selective Poisoning Attack on Deep Neural Network to Induce Fine-Grained Recognition Error. 136-139
Session VI: Ontologies and Knowledge Graphs
- Yogita Suryawanshi, Haonan Qiu, Adel Ayara, Birte Glimm:
An Ontological Model for Map Data in Automotive Systems. 140-147 - Bilal Said
An Ontology for Personalization in Serious Games for Assessment. 148-154 - Federico Maria Scafoglieri
A Formal Framework for Coupling Document Spanners with Ontologies. 155-162 - Lilia Cheniti-Belcadhi, Ghada A. El Khayat, Bilal Said
Knowledge Engineering for Competence Assessment on Serious Games Based on Semantic Web. 163-166 - Alexander Sakharov:
Hierarchical Rules for Knowledge Representation and Learning. 167-171
Session VII: Learning 3
- Samir Bouindour, Ronghua Hu, Hichem Snoussi:
Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams. 172-178 - Taketo Yoshida, Yasuo Kuniyoshi:
Adversarial Imitation Learning between Agents with Different Numbers of State Dimensions. 179-186 - Neda Nasiriani, Anna Cinzia Squicciarini, Zara Saldanha, Sanchit Goel, Nicola Zannone
Hierarchical Clustering for Discrimination Discovery: A Top-Down Approach. 187-194 - Deogratias Mzurikwao
A Channel Selection Approach Based on Convolutional Neural Network for Multi-channel EEG Motor Imagery Decoding. 195-202 - Stephen Camilleri, Joel Azzopardi
Investigating the Relationship between Earthquakes and Online News. 203-210 - Quentin Fournier
Empirical Comparison between Autoencoders and Traditional Dimensionality Reduction Methods. 211-214
Session VIII: Classification and Clustering
- Ujjwal Pasupulety
Predicting Stock Prices using Ensemble Learning and Sentiment Analysis. 215-222 - Marco Calderisi, Gabriele Galatolo, Ilaria Ceppa, Tommaso Motta, Francesco Vergentini:
Improve Image Classification Tasks Using Simple Convolutional Architectures with Processed Metadata Injection. 223-230 - Andrea Pasini, Elena Baralis:
Detecting Anomalies in Image Classification by Means of Semantic Relationships. 231-238 - Rodrigo Monteiro de Aquino
Natural Language Explanations of Classifier Behavior. 239-242
Session IX: Actions and Planning
- Yaniel Carreno
Multi-agent Strategy for Marine Applications via Temporal Planning. 243-250 - Alper Öner
An Activity Recognition Application Based on Markov Decision Process Through Fish Eye Camera. 251-258 - D. Michael Franklin
Hierarchical Modeling for Strategy-Based Multi-agent Multi-team Systems. 259-266 - Rizwan Asif
Aerial Path Planning for Multi-Vehicles. 267-272
Doctoral Consortium
- Antonela Tommasel:
Friend or Foe: Studying user Trustworthiness for Friend Recommendation in the Era of Misinformation. 273-276 - Selam Waktola, Krzysztof Grudzien
Stagnant Zone Segmentation with U-Net. 277-280 - Ignacio Gatti:
A Hybrid Approach for Artwork Recommendation. 281-284 - Sujoy Chatterjee
Decision Making from Multiple Crowd Opinions. 285-288 - Mrinal Kanti Baowaly
Realistic Data Synthesis Using Enhanced Generative Adversarial Networks. 289-292 - Sangeeta Yadav
How Deep Learning performs with Singularly Perturbed Problems? 293-297 - Rafael Elias de Lima Escalfoni
Coral Framework - A Big Social Data Approach to Boost Startup Ecosystem. 298-301 - Vu Nguyen
Bayesian Optimization for Accelerating Hyper-Parameter Tuning. 302-305
International Workshop on Technology Enhanced Learning and Assessment (TELA)
- 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)
- 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 - Ali Jabbari, Olivier Sauvage, Nicolas Cabioch:
Towards a Knowledge Base of Financial Relations: Overview and Project Description. 313-316 - 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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