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ORCIDAIST 2017: Moscow, Russia
- Wil M. P. van der Aalst, Dmitry I. Ignatov, Michael Yu. Khachay, Sergei O. Kuznetsov, Victor S. Lempitsky, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Andrey V. Savchenko, Stanley Wasserman:
Analysis of Images, Social Networks and Texts - 6th International Conference, AIST 2017, Moscow, Russia, July 27-29, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10716, Springer 2018, ISBN 978-3-319-73012-7
Natural Language Processing
- Ilseyar Alimova, Elena Tutubalina
:
Automated Detection of Adverse Drug Reactions from Social Media Posts with Machine Learning. 3-15 - Amir Bakarov, Olga Gureenkova:
Automated Detection of Non-Relevant Posts on the Russian Imageboard "2ch": Importance of the Choice of Word Representations. 16-21 - Elena I. Bolshakova, Alexander S. Sapin:
A Morphological Processor for Russian with Extended Functionality. 22-33 - Oleg Durandin, Alexey Malafeev, Nikolai Yu. Zolotykh:
SyntaxNet Errors from the Linguistic Point of View. 34-46 - Andrey Kutuzov, Maria Kunilovskaya:
Size vs. Structure in Training Corpora for Word Embedding Models: Araneum Russicum Maximum and Russian National Corpus. 47-58 - Natalia V. Loukachevitch, Michael Nokel, Kirill Ivanov:
Combining Thesaurus Knowledge and Probabilistic Topic Models. 59-71 - Kirill Nikolaev, Alexey Malafeev:
Russian-Language Question Classification: A New Typology and First Results. 72-81 - Luiza Sayfullina, Eric Malmi, Yiping Liao, Alexander Jung:
Domain Adaptation for Resume Classification Using Convolutional Neural Networks. 82-93 - Dmitry Ustalov, Mikhail Chernoskutov, Chris Biemann, Alexander Panchenko:
Fighting with the Sparsity of Synonymy Dictionaries for Automatic Synset Induction. 94-105 - Ekaterina Vylomova, Andrei Shcherbakov, Yuriy Philippovich, Galina Cherkasova:
Men Are from Mars, Women Are from Venus: Evaluation and Modelling of Verbal Associations. 106-115 - Alexey Zobnin:
Rotations and Interpretability of Word Embeddings: The Case of the Russian Language. 116-128
General Topics of Data Analysis
- Roman Chereshnev, Attila Kertész-Farkas:
HuGaDB: Human Gait Database for Activity Recognition from Wearable Inertial Sensor Networks. 131-141 - Anton V. Eremeev, Alexander V. Kel'manov, Artem V. Pyatkin, Igor A. Ziegler:
On Finding Maximum Cardinality Subset of Vectors with a Constraint on Normalized Squared Length of Vectors Sum. 142-151 - Anna Gromova:
Using Cluster Analysis for Characteristics Detection in Software Defect Reports. 152-163 - Fedor Krasnov, Nikolay Glavnov, Alexander Sitnikov:
A Machine Learning Approach to Enhanced Oil Recovery Prediction. 164-171 - Sergey Eremeev, Kirill Kuptsov, Semyon Romanov:
An Approach to Establishing the Correspondence of Spatial Objects on Heterogeneous Maps Based on Methods of Computational Topology. 172-182 - Ilya Makarov, Dmitry Savostyanov, Boris Litvyakov, Dmitry I. Ignatov:
Predicting Winning Team and Probabilistic Ratings in "Dota 2" and "Counter-Strike: Global Offensive" Video Games. 183-196 - Evgeniy M. Ozhegov, Alina Ozhegova:
Bagging Prediction for Censored Data: Application for Theatre Demand. 197-209 - Andrey Bokovoy, Konstantin S. Yakovlev:
Original Loop-Closure Detection Algorithm for Monocular vSLAM. 210-220
Analysis of Images and Video
- Anastasiia D. Sokolova, Angelina S. Kharchevnikova, Andrey V. Savchenko:
Organizing Multimedia Data in Video Surveillance Systems Based on Face Verification with Convolutional Neural Networks. 223-230 - Andrey Kuznetsov, Vladislav V. Myasnikov:
Satellite Image Forgery Detection Based on Buildings Shadows Analysis. 231-236 - Evgeny Myasnikov:
Nonlinear Dimensionality Reduction of Hyperspectral Data Using Spectral Correlation as a Similarity Measure. 237-244 - Alexandr Notchenko, Yermek Kapushev, Evgeny Burnaev:
Large-Scale Shape Retrieval with Sparse 3D Convolutional Neural Networks. 245-254 - Yulia Novskaya, Ruoqi Sun, Hengliang Zhu, Lizhuang Ma:
Floor-Ladder Framework for Human Face Beautification. 255-266 - Ramon Antonio Rodriges Zalipynis, Evgeniy Pozdeev, Anton Bryukhov:
Array DBMS and Satellite Imagery: Towards Big Raster Data in the Cloud. 267-279 - Alexey N. Ruchay, Vitaly Kober:
Impulsive Noise Removal from Color Images with Morphological Filtering. 280-291
Optimization Problems on Graphs and Network Structures
- Edward Gimadi:
An Exact Polynomial Algorithm for the Outerplanar Facility Location Problem with Improved Time Complexity. 295-303 - Edward Kh. Gimadi, Oxana Yu. Tsidulko:
Approximation Algorithms for the Maximum m-Peripatetic Salesman Problem. 304-312 - Alexander Kel'manov, Sergey A. Khamidullin, Vladimir I. Khandeev:
A Randomized Algorithm for 2-Partition of a Sequence. 313-322 - Alexander Kel'manov, Anna Motkova, Vladimir Shenmaier:
An Approximation Scheme for a Weighted Two-Cluster Partition Problem. 323-333 - Daniel Khachay, Michael Yu. Khachay, Maria I. Poberiy:
Hitting Set Problem for Axis-Parallel Squares Intersecting a Straight Line Is Polynomially Solvable for Any Fixed Range of Square Sizes. 334-345 - Michael Yu. Khachay, Katherine Neznakhina:
Polynomial Time Solvable Subclass of the Generalized Traveling Salesman Problem on Grid Clusters. 346-355 - Konstantin Kobylkin:
Stabbing Line Segments with Disks: Complexity and Approximation Algorithms. 356-367
Analysis of Dynamic Behavior Through Event Data
- Andrey M. Konchagin, Anna A. Kalenkova:
On the Efficient Application of Aho-Corasick Algorithm in Process Mining. 371-377
Social Network Analysis
- Sofia Dokuka, Ekaterina Krekhovets, Margarita Priymak:
Health, Grades and Friendship: How Socially Constructed Characteristics Influence the Social Network Structure. 381-391 - Alexander A. Kharlamov, Galina Gradoselskaya, Sofia Dokuka:
Dynamic Semantic Network Analysis of Unstructured Text Corpora. 392-403 - Ilya Makarov, Oleg Bulanov, Olga Gerasimova, Natalia Meshcheryakova, Ilia Karpov, Leonid E. Zhukov:
Scientific Matchmaker: Collaborator Recommender System. 404-410
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