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ORCIDAIST 2018: Moscow, Russia
- Wil M. P. van der Aalst
, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Sergei O. Kuznetsov, Olessia Koltsova, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko:
Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11179, Springer 2018, ISBN 978-3-030-11026-0
Opening Talk
- Rostislav Yavorskiy, Tamara Voznesenskaya, Kirill Rudakov:
Visualization of Data Science Community in Russia. 3-9
Social Network Analysis
- Sofia Dokuka, Sergei Koltcov, Olessia Koltsova, Maxim Koltsov:
Echo Chambers vs Opinion Crossroads in News Consumption on Social Media. 13-19 - Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Ksenia Korovina, Leonid E. Zhukov:
Joint Node-Edge Network Embedding for Link Prediction. 20-31 - Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Leonid E. Zhukov:
Co-authorship Network Embedding and Recommending Collaborators via Network Embedding. 32-38 - Antonina Milekhina, Elena Artyukhova, Valentina V. Kuskova:
Organizational Networks Revisited: Predictors of Headquarters-Subsidiary Relationship Perception. 39-50
Natural Language Processing
- Levent Tolga Eren, Senem Kumova Metin:
Vector Space Models in Detection of Semantically Non-compositional Word Combinations in Turkish. 53-63 - Johannes Jasper, Philipp Berger, Patrick Hennig, Christoph Meinel:
Authorship Verification on Short Text Samples Using Stylometric Embeddings. 64-75 - Maria Karyaeva, Pavel Braslavski, Yury Kiselev:
Extraction of Hypernyms from Dictionaries with a Little Help from Word Embeddings. 76-87 - Alexander Gafuanovich Logumanov, Julius Dmitrievich Klenin, Dmitry Sergeevich Botov:
Sentiment Analysis of Telephone Conversations Using Multimodal Data. 88-98 - Natalia V. Loukachevitch, Nikolai Mischenko:
Evaluation of Approaches for Most Frequent Sense Identification in Russian. 99-110 - Irina Nikishina, Amir Bakarov, Andrey Kutuzov:
RusNLP: Semantic Search Engine for Russian NLP Conference Papers. 111-120 - Kirill Nikolaev, Alexey Malafeev:
Russian Q&A Method Study: From Naive Bayes to Convolutional Neural Networks. 121-126 - Ivan Pimenov, Natalia V. Salomatina:
Extraction of Explicit Consumer Intentions from Social Network Messages. 127-133 - Anna Potapenko:
Probabilistic Approach for Embedding Arbitrary Features of Text. 134-140 - Luiza Sayfullina, Eric Malmi, Juho Kannala:
Learning Representations for Soft Skill Matching. 141-152
Analysis of Images and Video
- Artem Baklanov, Michael Yu. Khachay, Maxim Pasynkov:
Application of Fully Convolutional Neural Networks to Mapping Industrial Oil Palm Plantations. 155-167 - Valentina Kustikova, Mikhail Krivonosov, Alexey S. Pimashkin, Pavel Denisov, Alexey Zaikin, Mikhail Ivanchenko, Iosif B. Meyerov, Alexey V. Semyanov:
CalciumCV: Computer Vision Software for Calcium Signaling in Astrocytes. 168-179 - Andrey Vladimirovich Kuznetsov:
Copy-Move Detection Based on Different Forms of Local Binary Patterns. 180-190 - Alexander V. Tarasov, Andrey V. Savchenko:
Emotion Recognition of a Group of People in Video Analytics Using Deep Off-the-Shelf Image Embeddings. 191-198
General Topics of Data Analysis
- Elena Andreeva, Dmitry I. Ignatov, Artem M. Grachev, Andrey V. Savchenko:
Extraction of Visual Features for Recommendation of Products via Deep Learning. 201-210 - Vladimir B. Berikov, Taisiya Vinogradova:
Regression Analysis with Cluster Ensemble and Kernel Function. 211-220 - Dmitry I. Ignatov, Konstantin Sinkov, Pavel Spesivtsev, Ivan Vrabie, Vladimir Zyuzin:
Tree-Based Ensembles for Predicting the Bottomhole Pressure of Oil and Gas Well Flows. 221-233 - Andrey Shestakov, Danila Doroshin, Dmitri Shmelkin, Attila Kertész-Farkas:
Lookup Lateration: Mapping of Received Signal Strength to Position for Geo-Localization in Outdoor Urban Areas. 234-246 - Evgenii Tsymbalov, Maxim Panov, Alexander Shapeev:
Dropout-Based Active Learning for Regression. 247-258
Analysis of Dynamic Behavior Through Event Data
- Timofey Shunin, Natalia Zubkova, Sergey A. Shershakov:
Neural Approach to the Discovery Problem in Process Mining. 261-273 - Polina D. Tarantsova, Anna A. Kalenkova:
Constructing Regular Expressions from Real-Life Event Logs. 274-280
Optimization Problems on Graphs and Network Structures
- Edward Kh. Gimadi, Oxana Yu. Tsidulko:
On Modification of an Asymptotically Optimal Algorithm for the Maximum Euclidean Traveling Salesman Problem. 283-293 - Alexander Kel'manov, Vladimir I. Khandeev, Anna Panasenko:
Exact Algorithms for the Special Cases of Two Hard to Solve Problems of Searching for the Largest Subset. 294-304 - Alexander Kel'manov, Ludmila Mikhailova, Semyon Romanchenko:
On a Problem of Summing Elements Chosen from the Family of Finite Numerical Sequences. 305-317 - Michael Yu. Khachay, Yuri Ogorodnikov:
Efficient PTAS for the Euclidean CVRP with Time Windows. 318-328
Innovative Systems
- Ramon Antonio Rodriges Zalipynis:
Generic Distributed In Situ Aggregation for Earth Remote Sensing Imagery. 331-342
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