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18th AIMSA 2018: Varna, Bulgaria
- Gennady Agre, Josef van Genabith, Thierry Declerck:
Artificial Intelligence: Methodology, Systems, and Applications - 18th International Conference, AIMSA 2018, Varna, Bulgaria, September 12-14, 2018, Proceedings. Lecture Notes in Computer Science 11089, Springer 2018, ISBN 978-3-319-99343-0
Natural Language Processing
- Gennady Agre
, Daniel Petrov, Simona Keskinova:
A New Approach to the Supervised Word Sense Disambiguation. 3-15 - Tariq Ahmad
Explorations in Sentiment Mining for Arabic and English Tweets. 16-24 - Kaspars Balodis
Intent Detection System Based on Word Embeddings. 25-35 - Svetla Boytcheva
Indirect Association Rules Mining in Clinical Texts. 36-47 - Momchil Hardalov
Towards Automated Customer Support. 48-59 - Olga Kanishcheva, Ivelina Nikolova, Galia Angelova:
Evaluation of Automatic Tag Sense Disambiguation Using the MIRFLICKR Image Collection. 60-72 - Petia D. Koprinkova-Hristova
Echo State Network for Word Sense Disambiguation. 73-82 - Allan Ramsay, Amal Alshahrani:
Constrained Permutations for Computing Textual Similarity. 83-92 - Eugénio Ribeiro
A Study on Dialog Act Recognition Using Character-Level Tokenization. 93-103 - Frederico Rodrigues, Bruno Martins, Ricardo Ribeiro
Neural Methods for Cross-Lingual Sentence Compression. 104-114 - Evgeni Stefchov, Galia Angelova, Preslav Nakov
Towards Constructing a Corpus for Studying the Effects of Treatments and Substances Reported in PubMed Abstracts. 115-125 - Daniel Kopev, Dimitrina Zlatkova, Kristiyan Mitov, Atanas Atanasov, Momchil Hardalov
Recursive Style Breach Detection with Multifaceted Ensemble Learning. 126-137
Machine Learning and Data Mining Applications
- Martin Bohus, Stephan Gimbel, Nora Goerg, Bernhard G. Humm
Improving Machine Learning Prediction Performance for Premature Termination of Psychotherapy. 141-151 - Darko Brodic, Alessia Amelio, Ivo R. Draganov
Exploring the Usability of the Dice CAPTCHA by Advanced Statistical Analysis. 152-162 - Costin-Gabriel Chiru
Time Series Analysis for Sales Prediction. 163-172 - Milko Krachunov, Maria Nisheva
Machine Learning-Driven Noise Separation in High Variation Genomics Sequencing Datasets. 173-185 - Iliyan Mihaylov
Machine Learning Techniques for Survival Time Prediction in Breast Cancer. 186-194
Knowledge Representation, Reasoning and Search
- Yazid Boumarafi, Yakoub Salhi
Tractable Classes in Exactly-One-SAT. 197-206 - Ionut Daniel Chelcioiu, Dragos Corlatescu, Ionut Cristian Paraschiv, Mihai Dascalu
Semantic Meta-search Using Cohesion Network Analysis. 207-217 - Adrian Robert, David Genest, Stéphane Loiseau:
A Query Language for Cognitive Maps. 218-227 - Yakoub Salhi
Approaches for Enumerating All the Essential Prime Implicants. 228-239 - Ivan Tanev, Milen Georgiev, Katsunori Shimohara, Thomas S. Ray:
Evolving a Team of Asymmetric Predator Agents That Do Not Compute in Predator-Prey Pursuit Problem. 240-251
Posters
- Nouf Ibrahim Altmami, Mohamed El Bachir Menai:
Semantic Graph Based Automatic Summarization of Multiple Related Work Sections of Scientific Articles. 255-259 - Yara Khaluf
Collective Lévy Walk for Efficient Exploration in Unknown Environments. 260-264 - Maciej Kulawik, Robert M. Nowak
A BLAST-Based Algorithm to Find Evenly Distributed Unique Subsequences. 265-269 - Ventsislav Nikolov
Implementation of Multilayer Perceptron in Graphics Processing Unit. 270-274 - Deyan Peychev, Irena Avdjieva:
Semantic Annotation Modelling for Protein Functions Prediction. 275-280 - Maria-Dorinela Sirbu, Robert-Mihai Botarleanu, Mihai Dascalu
ReadME - Enhancing Automated Writing Evaluation. 281-285 - Sebastian Student
Feature Selection Based on Logistic Regression for 2-Class Classification of Multidimensional Molecular Data. 286-290
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