Artificial Intelligence: Methodology, Systems, and Applications: 18th International Conference, AIMSA 2018, Varna, Bulgaria, September 12–14, 2018, Proceedings ... Notes in Computer Science Book 11089)

This book constitutes the refereed proceedings of the 18th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2018, held in Varna, Bulgaria, in September 2018. The 22 revised full papers and 7 poster papers presented were carefully reviewed and selected from 72 submissions. They cover a wide range of topics in AI: from machine learning to natural language systems, from information extraction to text mining, from knowledge representation to soft computing; from theoretical issues to real-world applications. Front Matter ....Pages I-XI Front Matter ....Pages 1-1 A New Approach to the Supervised Word Sense Disambiguation (Gennady Agre, Daniel Petrov, Simona Keskinova)....Pages 3-15 Explorations in Sentiment Mining for Arabic and English Tweets (Tariq Ahmad, Allan Ramsay, Hanady Ahmed)....Pages 16-24 Intent Detection System Based on Word Embeddings (Kaspars Balodis, Daiga Deksne)....Pages 25-35 Indirect Association Rules Mining in Clinical Texts (Svetla Boytcheva)....Pages 36-47 Towards Automated Customer Support (Momchil Hardalov, Ivan Koychev, Preslav Nakov)....Pages 48-59 Evaluation of Automatic Tag Sense Disambiguation Using the MIRFLICKR Image Collection (Olga Kanishcheva, Ivelina Nikolova, Galia Angelova)....Pages 60-72 Echo State Network for Word Sense Disambiguation (Petia Koprinkova-Hristova, Alexander Popov, Kiril Simov, Petya Osenova)....Pages 73-82 Constrained Permutations for Computing Textual Similarity (Allan Ramsay, Amal Alshahrani)....Pages 83-92 A Study on Dialog Act Recognition Using Character-Level Tokenization (Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos)....Pages 93-103 Neural Methods for Cross-Lingual Sentence Compression (Frederico Rodrigues, Bruno Martins, Ricardo Ribeiro)....Pages 104-114 Towards Constructing a Corpus for Studying the Effects of Treatments and Substances Reported in PubMed Abstracts (Evgeni Stefchov, Galia Angelova, Preslav Nakov)....Pages 115-125 Recursive Style Breach Detection with Multifaceted Ensemble Learning (Daniel Kopev, Dimitrina Zlatkova, Kristiyan Mitov, Atanas Atanasov, Momchil Hardalov, Ivan Koychev et al.)....Pages 126-137 Front Matter ....Pages 139-139 Improving Machine Learning Prediction Performance for Premature Termination of Psychotherapy (Martin Bohus, Stephan Gimbel, Nora Goerg, Bernhard G. Humm, Martin Schüller, Marc Steffens et al.)....Pages 141-151 Exploring the Usability of the Dice CAPTCHA by Advanced Statistical Analysis (Darko Brodić, Alessia Amelio, Ivo R. Draganov, Radmila Janković)....Pages 152-162 Time Series Analysis for Sales Prediction (Costin-Gabriel Chiru, Vlad-Valentin Posea)....Pages 163-172 Machine Learning-Driven Noise Separation in High Variation Genomics Sequencing Datasets (Milko Krachunov, Maria Nisheva, Dimitar Vassilev)....Pages 173-185 Machine Learning Techniques for Survival Time Prediction in Breast Cancer (Iliyan Mihaylov, Maria Nisheva, Dimitar Vassilev)....Pages 186-194 Front Matter ....Pages 195-195 Tractable Classes in Exactly-One-SAT (Yazid Boumarafi, Yakoub Salhi)....Pages 197-206 Semantic Meta-search Using Cohesion Network Analysis (Ionut Daniel Chelcioiu, Dragos Corlatescu, Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu)....Pages 207-217 A Query Language for Cognitive Maps (Adrian Robert, David Genest, Stéphane Loiseau)....Pages 218-227 Approaches for Enumerating All the Essential Prime Implicants (Yakoub Salhi)....Pages 228-239 Evolving a Team of Asymmetric Predator Agents That Do Not Compute in Predator-Prey Pursuit Problem (Ivan Tanev, Milen Georgiev, Katsunori Shimohara, Thomas Ray)....Pages 240-251 Front Matter ....Pages 253-253 Semantic Graph Based Automatic Summarization of Multiple Related Work Sections of Scientific Articles (Nouf Ibrahim Altmami, Mohamed El Bachir Menai)....Pages 255-259 Collective Lévy Walk for Efficient Exploration in Unknown Environments (Yara Khaluf, Stef Van Havermaet, Pieter Simoens)....Pages 260-264 A BLAST-Based Algorithm to Find Evenly Distributed Unique Subsequences (Maciej Kulawik, Robert M. Nowak)....Pages 265-269 Implementation of Multilayer Perceptron in Graphics Processing Unit (Ventsislav Nikolov)....Pages 270-274 Semantic Annotation Modelling for Protein Functions Prediction (Deyan Peychev, Irena Avdjieva)....Pages 275-280 ReadME – Enhancing Automated Writing Evaluation (Maria-Dorinela Sirbu, Robert-Mihai Botarleanu, Mihai Dascalu, Scott A. Crossley, Stefan Trausan-Matu)....Pages 281-285 Feature Selection Based on Logistic Regression for 2-Class Classification of Multidimensional Molecular Data (Sebastian Student, Alicja Płuciennik, Michał Jakubczak, Krzysztof Fujarewicz)....Pages 286-290 Back Matter ....Pages 291-292