Analysis of Images, Social Networks and Texts: 7th International Conference, AIST 2018, Moscow, Russia, July 5–7, 2018, Revised Selected Papers

Front Matter ....Pages I-XXV
Front Matter ....Pages 1-1
 Visualization of Data Science Community in Russia  (Rostislav Yavorskiy, Tamara Voznesenskaya, Kirill Rudakov)....Pages 3-9
Front Matter ....Pages 11-11
 Echo Chambers vs Opinion Crossroads in News Consumption on Social Media  (Sofia Dokuka, Sergei Koltcov, Olessia Koltsova, Maxim Koltsov)....Pages 13-19
 Joint Node-Edge Network Embedding for Link Prediction  (Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Ksenia Korovina, Leonid E. Zhukov)....Pages 20-31
 Co-authorship Network Embedding and Recommending Collaborators via Network Embedding  (Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Leonid E. Zhukov)....Pages 32-38
 Organizational Networks Revisited: Predictors of Headquarters-Subsidiary Relationship Perception  (Antonina Milekhina, Elena Artyukhova, Valentina Kuskova)....Pages 39-50
Front Matter ....Pages 51-51
 Vector Space Models in Detection of Semantically Non-compositional Word Combinations in Turkish  (Levent Tolga Eren, Senem Kumova Metin)....Pages 53-63
 Authorship Verification on Short Text Samples Using Stylometric Embeddings  (Johannes Jasper, Philipp Berger, Patrick Hennig, Christoph Meinel)....Pages 64-75
 Extraction of Hypernyms from Dictionaries with a Little Help from Word Embeddings  (Maria Karyaeva, Pavel Braslavski, Yury Kiselev)....Pages 76-87
 Sentiment Analysis of Telephone Conversations Using Multimodal Data  (Alexander Gafuanovich Logumanov, Julius Dmitrievich Klenin, Dmitry Sergeevich Botov)....Pages 88-98
 Evaluation of Approaches for Most Frequent Sense Identification in Russian  (Natalia Loukachevitch, Nikolai Mischenko)....Pages 99-110
 RusNLP: Semantic Search Engine for Russian NLP Conference Papers  (Irina Nikishina, Amir Bakarov, Andrey Kutuzov)....Pages 111-120
 Russian Q&A Method Study: From Naive Bayes to Convolutional Neural Networks  (Kirill Nikolaev, Alexey Malafeev)....Pages 121-126
 Extraction of Explicit Consumer Intentions from Social Network Messages  (Ivan Pimenov, Natalia Salomatina)....Pages 127-133
 Probabilistic Approach for Embedding Arbitrary Features of Text  (Anna Potapenko)....Pages 134-140
 Learning Representations for Soft Skill Matching  (Luiza Sayfullina, Eric Malmi, Juho Kannala)....Pages 141-152
Front Matter ....Pages 153-153
 Application of Fully Convolutional Neural Networks to Mapping Industrial Oil Palm Plantations  (Artem Baklanov, Michael Khachay, Maxim Pasynkov)....Pages 155-167
 CalciumCV: Computer Vision Software for Calcium Signaling in Astrocytes  (Valentina Kustikova, Mikhail Krivonosov, Alexey Pimashkin, Pavel Denisov, Alexey Zaikin, Mikhail Ivanchenko et al.)....Pages 168-179
 Copy-Move Detection Based on Different Forms of Local Binary Patterns  (Andrey Kuznetsov)....Pages 180-190
 Emotion Recognition of a Group of People in Video Analytics Using Deep Off-the-Shelf Image Embeddings  (Alexander V. Tarasov, Andrey V. Savchenko)....Pages 191-198
Front Matter ....Pages 199-199
 Extraction of Visual Features for Recommendation of Products via Deep Learning  (Elena Andreeva, Dmitry I. Ignatov, Artem Grachev, Andrey V. Savchenko)....Pages 201-210
 Regression Analysis with Cluster Ensemble and Kernel Function  (Vladimir Berikov, Taisiya Vinogradova)....Pages 211-220
 Tree-Based Ensembles for Predicting the Bottomhole Pressure of Oil and Gas Well Flows  (Dmitry I. Ignatov, Konstantin Sinkov, Pavel Spesivtsev, Ivan Vrabie, Vladimir Zyuzin)....Pages 221-233
 Lookup Lateration: Mapping of Received Signal Strength to Position for Geo-Localization in Outdoor Urban Areas  (Andrey Shestakov, Danila Doroshin, Dmitri Shmelkin, Attila Kertész-Farkas)....Pages 234-246
 Dropout-Based Active Learning for Regression  (Evgenii Tsymbalov, Maxim Panov, Alexander Shapeev)....Pages 247-258
Front Matter ....Pages 259-259
 Neural Approach to the Discovery Problem in Process Mining  (Timofey Shunin, Natalia Zubkova, Sergey Shershakov)....Pages 261-273
 Constructing Regular Expressions from Real-Life Event Logs  (Polina D. Tarantsova, Anna A. Kalenkova)....Pages 274-280
Front Matter ....Pages 281-281
 On Modification of an Asymptotically Optimal Algorithm for the Maximum Euclidean Traveling Salesman Problem  (Edward Kh. Gimadi, Oxana Yu. Tsidulko)....Pages 283-293
 Exact Algorithms for the Special Cases of Two Hard to Solve Problems of Searching for the Largest Subset  (Alexander Kel’manov, Vladimir Khandeev, Anna Panasenko)....Pages 294-304
 On a Problem of Summing Elements Chosen from the Family of Finite Numerical Sequences  (Alexander Kel’manov, Ludmila Mikhailova, Semyon Romanchenko)....Pages 305-317
 Efficient PTAS for the Euclidean CVRP with Time Windows  (Michael Khachay, Yuri Ogorodnikov)....Pages 318-328
Front Matter ....Pages 329-329
 Generic Distributed In Situ Aggregation for Earth Remote Sensing Imagery  (Ramon Antonio Rodriges Zalipynis)....Pages 331-342
Back Matter ....Pages 343-344