# Intelligent Data Processing: Theory and Applications/2016

### Материал из MachineLearning.

The 11-th International Conference on Intelligent Data Processing: Theory and Applications is held in Barcelona, Spain on October 10-14, 2016.

Additional information is available at mmro.ru. The russian version of the program is available at program.ru

*This is the preview version of the program and it may be changed!*

## Monday, October 10 [9:30–11:30]

- 09:30
Opening Remarks**Svetlana Velikanova, Konstantin Vorontsov, Xavier Mayo, Jordi Puignero** - 10:00
(ASI Data Science)**Angie Ma**

Practical machine learning for businesses - 10:30
(Snapchat)**Sina Sohangir**

Big Data Platform and Analytics at Snapchat, a next generation social network in the making - 11:00
(Scytl)**Jordi Puiggali**

Citizen privacy and secrecy challenges in government Open Data

## Monday, October 10 [12:00–13:30]

- 12:00
(PayPal)**Amir Youssefi**

Big Data: past experiences, current trends and future possibilities - 12:30
(Skolkovo Institute of Science and Technology)**Victor Lempitsky**

Image Synthesis with Deep Neural Networks - 13:00
(Boston Consulting Group)**Leonid Zhukov**

Machine Intelligence in Industry 4.0

## Monday, October 10 [15:00–16:30]

- 15:00
(Banc Sabadell)**Pier Paolo Rossi**

Case of Big Data in Banc Sabadell, resulting in €10 Million of incremental incomes - 15:30
(Yandex Data Factory)**Michael Levin**

Unlocking the Value of Machine Learning for Business - 16:00
(Boston Consulting Group)**Davide Consiglio**

Latest advanced analytics trends across Europe

## Monday, October 10 [17:00–18:30]

- 17:00
(Yandex Data Factory),**Jane Zavalishina**(BCG),**Davide Consiglio**(VTB),**Andrey Kutovoy**(Banc Sabadell)**Pier Paolo Rossi**

Machine Learning for Banks - 18:00
(500 Startups / Berkeley Haas BIT-Amena)**Kamran Elahian**

Algorithmic thinking vs Out of the box thinking

## Tuesday, October 11 [9:30–11:30]

- 09:30
(MIPT)**Vadim Strijov**

Model selection for time series forecasting - 10:00
(Universitat Politècnica de València)**Paolo Rosso**

Mining Intelligent Information in Twitter: Detecting Irony and Sarcasm - 10:30
(Institute for Control Science of RAS)**Boris Polyak**

Robust Principal Component Analysis - 11:00
(ASI Data Science)**Alessandra Staglianò**

Detecting Anomalies in the Real World

## Tuesday, October 11 [12:00–13:30]

### Section A

- 12:00
(Cisco)**Sima Yazdani**

Benefiting Local Talent Markets using Knowledge Networks & Cognitive Surplus - 12:30
(Dataiku)**Yannis Ghazouani**

Labelling images using transfer learning. An application to recommender system - 13:00
(Soares & Vacite)**Flavio Soarez**

Blockchain on intellectual property: Legal issues

### Section В

- 12:00
**Paolo Rosso**

**(EN)**Mining demographic information in social media: age, gender, and personality - 12:20
**Ignatov Dmitry**, Gizdatullin Danil, Mitrofanova Ekaterina, Muratova Anna, Baixeries Jaume

(**EN**) Pattern-based classification of demographic sequences - 12:40
**Dvoenko Sergey**, Pshenichny Denis

**(EN)**Feature Grouping Based on the Optimal Sequence of Correlation Matrix Minors - 13:00
**Vladimirova Maria**, Strijov Vadim

**(EN)**Bagging of Neural Networks in Multitask Classification of Biological Acivity for Nuclear Receptors

## Tuesday, October 11 [15:00–16:40]

### Section A

- 15:00
(Pallantius)**Alexander Isakov**

Data Compass: Finding Your Way with Analytics - 15:30
(ABBYY)**Yegor Budnikov**

ABBYY COMPRENO: Technologies of Semantic Analysis and Information Extraction - 16:00
(Rational Enterprise)**Konstantin Mertsalov**

Managing Unstructured Data in the Enterprise

### Section В. Biometrics

- 15:00
**Efimov Yuriy**, Matveev Ivan

**(EN)**Iris image segmentation by paired gradient method with pupil border refinement - 15:20
**Matveev Ivan**, Talipov Kamil

**(EN)**Eyelids and eyelash detection based on clusterization of vector of local features - 15:40
**Odinokikh Gleb**, Gnatyuk Vitaly, Korobkin Mikhail, Eremeev Vladimir

**(EN)**Eyelid Position Detection Method for Mobile Iris Recognition - 16:00
**Solomatin Ivan**, Matveev Ivan, Novik Vladimir

**(EN)**Detecting visible areas of iris by qualifier of textures with support set - 16:20
**Chigrinskiy Viktor**, Efimov Yuriy, Matveev Ivan

**(EN)**Fast algorithm for determining pupil and iris boundaries

## Tuesday, October 11 [17:00–18:40]

### Section A

- 17:00
(Allianz)**Pouya Tafti**

Big Business meets Big Data, a personal perspective - 18:00
(Red Arbor)**Christian Palau Sanz**

Challenges and new opportunities that Big Data is giving to the industry of the job classifieds

### Section В. Time Series and Biomedical Signal Analysis

- 17:20
**Sushkova Olga**, Morozov Alexei, Gabova Alexandra, Bugaev Alexandr

**(EN)**A statistically significant decrease of the quantity of beta wave packets in de novo Parkinson's disease - 17:40
**Florinsky Igor**, Pankratov Anton

**(EN)**On the role of the Fejér summation in terrain modeling - 18:00
**Rykunov Stanislav**, Boyko Anna, Sychev Vyacheslav, Ustinin Mikhail, Rykunova Elena

**(EN)**Partial spectroscopy of the human brain spontaneous activity - 18:20
**Goncharov Alexey**, Strijov Vadim

**(EN)**Warping path for continuous time series alignment

## Thursday, October 13 [9:30–11:30]

### Section A. Linear Predictive Models

- 9:30
**Mottl Vadim**, Seredin Oleg

**(RU)**A generalized linear approach to estimation of dependences from empirical data - 9:50
**Seredin Oleg**, Mottl Vadim

**(RU)**Methods of embedding real-world entities into a linear space for implementing the generalized linear approach to dependence estimation - 10:10
**Turkov Pavel**, Krasotkina Olga, Mottl Vadim

**(RU)**Estimation of arbitrary nonstationary dependences in a linear observation space - 10:30
**Krasotkina Olga**, Vadim Mottl, Elena Chernousova

**(RU)**Model volatility verification in problems of non-stationary dependence estimation - 10:50
**Malenichev Anton**, Krasotkina Olga, Mottl Vadim

**(RU)**Quick methods of online learning for generalized linear models of arbitrary dependences

### Section В. Text Analysis and Information Retrieval

- 9:30
**Vorontsov Konstantin**, Apishev Murat, Koltsov Sergei, Koltsova Olessia, Nikolenko Sergey

**(RU)**Additively Regularized Topic Model for Searching Ethnical Discourse in Social Media - 9:50
**Chirkova Nadezhda**, Vorontsov Konstantin

**(EN)**Additive Regularization for Hierarchical Multimodal Topic Modeling - 10:10
**Filchenkov Andrey**, Smelik Nikolay

**(EN)**Multimodal topic model for texts and images utilizing their embeddings - 10:30
**Ianina Anastasia**, Vorontsov Konstantin

**(RU)**Multimodal topic modeling for exploratory search in collective blog - 10:50
**Mikhaylov Dmitry**, Kozlov Aleksandr, Emelyanov Gennady

**(RU)**Coupling strength of words and estimation of text relevance to unit of knowledge in open tests

## Thursday, October 13 [12:00–13:20]

### Section A. Linear Predictive Models

- 12:00
**Nedel'ko Victor**

**(RU)**Investigation of effectiveness of several linear classifiers - 12:20
**Mottl Vadim**, Levdik Pavel, Krasotkina Olga

**(RU)**Evidence evaluation for trainable models of arbitrary dependences: A generalized linear approach - 12:40
**Levdik Pavel**, Mottl Vadim, Krasotkina Olga, Tatarchuk Alexander

**(RU)**Numerical evidence evaluation for generalized linear dependence models

### Section B. Text Analysis. Speech Analysis and Recognition

- 12:00
**Romanov Alexey**, Khritankov Anton

**(RU)**Candidate Document Retrieval for Cross-Lingual Plagiarism Detection - 12:20
**Chuvilin Kirill**

**(RU)**Parametric approach to the construction of syntax trees for partially formalized text documents - 12:40
**Kalyan Viktor**, Kalyan Anastasia

**(RU)**The choice of decisions at recognition of emotions on the speech - 13:00
**Miroshnichenko Lubov**, Bakhmutova Irina, Gusev Vladimir, Titkova Tatyana

**(RU)**Comparison and integration of approaches to deciphering of ancient Russian hymnals

## Thursday, October 13 [15:00–16:40]

### Section A. Discrete Optimization and Computational Complexity

- 15:00
**Galashov Alexandr**, Kel'manov Alexander

**(RU)**An exact pseudopolynomial-time algorithm for a problem of finding a family of disjoint subsets - 15:20
**Gimadi Edward**

**(RU)**Implementation of the asymptotically optimal approach to polynomial time solving some hard discrete optimization problems of rooting, assigning, covering, and clustering - 15:40
**Kel'manov Alexander**

**(RU)**On some clustering problems: Complexity and efficient algorithms with performance garantees - 16:00
**Pyatkin Artem**, Eremeev Anton, Kel'manov Alexander

**(RU)**On searching for a vectors subset with the minimum normalized squared sum length - 16:20
**Khandeev Vladimir**, Kel'manov Alexander, Mikhailova Ludmila, Khamidullin Sergey

**(RU)**An approximation algorithm for one NP-hard problem of partitioning a sequence into clusters with restrictions on their cardinalities

### Section В. Image Analysis and Recognition

- 15:00
**Dvoenko Sergey**, Dang Thanh

**(EN)**Removing of combined noise in raster images - 15:20
**Vishnyakov Boris**, Sidyakin Sergey, Roslov Nikolay, Vizilter Yuri

**(RU)**Change detection in the sequences of images in complex scenes - 15:40
**Gorbatsevich Vladimir**, Vizilter Yuri, Vorotnikov Andrew, Kostromov Nikita

**(RU)**Real-Time Face Identification via CNN and Boosted Hashing Forest - 16:00
**Murashov Dmitry**

**(RU)**Application of information-theoretical performance criterion for image segmentation - 16:20
**Fedotov Nikolay**, Syemov Aleksey, Moiseev Alexandr

**(RU)**New method for three-dimensional images intelligent analysis and recognition: Description and examples

## Thursday, October 13 [17:00–19:00]

### Section A. Applied Systems

- 17:00
**Beklaryan Levon**, Akopov Andranik, Beklaryan Armen, Saghatelyan Armen

**(RU)**Agent-based simulation modeling for regional ecological-economic systems. A case study of the Republic of Armenia - 17:20
**Volkov Yuriy**, Bogdanov Vladimir, Miroshnichenko Valery, Salienko Alexander

**(RU)**Calculation of parameters of model hydraulic turbine by value of the specific speed - 17:40
**Ilyasova Nataly**, Kupriyanov Alexandr, Paringer Rustam

**(RU)**Particular usage characteristics of BIG DATA in medical diagnostics tasks - 18:00
**Marukhina Olga**, Mokina Elena, Shagarova Maria, Dubinina Irina

**(RU)**Applying data mining techniques when making medical diagnostic decisions - 18:20
**Sychugov Alexey**, Rudnev Dmitry

**(RU)**Analysis of the security of distributed information systems based on featureless pattern recognition - 18:40
**Morozov Alexei**, Sushkova Olga, Polupanov Alexander

**(RU)**Incorporation of Distributed Multi-Agent Programming Means in a Strongly Typed Logic Language

### Section В. Brain Signal Analysis

- 17:00
**Antsiperov Viacheslav**, Obukhov Yury

**(RU)**Analysis of brain structures hypersynchronization during the epileptic discharges on the basis of conical kernel representations of electroencephalogram signal - 17:20
**Butorina Anna**, Litvak Vladimir

**(RU)**Use of spectral analysis and Random Field Theory for MEG data analysis - 17:40
**Kershner Ivan**, Obukhov Yury, Komoltsev Ilya

**(RU)**Detection algorithm of epileptic discharges and sleep spindles in rats in early posttraumatic period - 18:00
**Maliuta Inna**, Obukhov Konstantin, Obukhov Yury

**(RU)**The classification method of sleep spindels and epilepsy seizures in EEG after traumatic brain injury - 18:20
**Manilo Ludmila**, Nemirko Anatolii

**(RU)**Multiple discriminant analysis for recognition of biosignals in frequency domain - 18:40
**Obukhov Konstantin**, Maliuta Inna, Obukhov Yury

**(RU)**Classification of early stage Parkinson's disease based on electroencephalography feature set

## Friday, October 14 [9:30–11:30]

### Section A. Machine Learning

- 9:30
**Lange Mikhail**

**(RU)**Information criterion for comparison of metric classifiers in ensemble of sources - 9:50
**Manilo Ludmila**, Nemirko Anatolii

**(RU)**Reduction of feature space dimension based on separability criterion - 10:10
**Motrenko Anastasia**

**(EN)**Sample size estimation in classification problems - 10:30
**Pushnyakov Alexey**

**(RU)**Interdependence of clusters measures and distance distribution in compact metric spaces - 10:50
**Yankovskaya Anna**, Dementyev Yury, Yamshanov Artem, Lyapunov Danil

**(RU)**Prediction of Students' Learning Results with Usage of Mixed Diagnostic Tests and 2-simplex Prism

### Section В. Airspace image analysis

- 9:30
**Ignatiev Vladimir**, Matveev Ivan, Murynin Alexander, Trekin Alexey

**(EN)**Image quality evaluation for resampling methods based on spatial spectrum extrapolation - 9:50
**Murynin Alexander**, Bondur Valery, Gordo Kristina

**(RU)**Satellite imagery processing methods for the estimation of trace gas and aerosol emissions due to wildfires - 10:10
**Ignatiev Vladimir**, Murynin Alexander, Matveev Ivan, Trekin Alexey

**(RU)**Object-oriented classification for recognition of earth surface in Arctic ecosystems - 10:30
**Murynin Alexander**, Bondur Valery, Ignatiev Vladimir

**(RU)**Parameters optimization in the problem of sea-wave spectra recovery by airspace images

## Friday, October 14 [12:00–13:20]

### Section A. Machine Learning

- 12:00
**Aduenko Aleksandr**, Strijov Vadim

**(EN)**Feature space analysis for multimodel selection - 12:20
**Ishkina Shaura**

**(RU)**Approximation of combinatorial generalization bounds for threshold classifiers - 12:40
**Ostapets Andrey**

**(RU)**Decision rules for ensembled probabilistic classifier chain for multi-label classification - 13:00
**Efimova Valeria**, Filchenkov Andrey, Shalyto Anatoly

**(EN)**Reinforcement-based Simultaneous Classification Model and its Hyperparameters Selection

### Section В. Bioinformatics

- 12:00
**Kulikova Liudmila**, Tikhonov Dmitrii, Efimov Aleksandr

**(RU)**Statistical analysis of the internal distances of helical pairs in protein molecules - 12:20
**Nazipova Nafisa**, Chaley Mariya, Kutyrkin Vladimir, Tulbasheva Gayane, Teplukhina Elena

**(RU)**Automated technology for revealing latent periodicities in DNA sequences - 12:40
**Sulimova Valentina**, Seredin Oleg, Mottl Vadim

**(EN)**Construction metrics for biomolecular sequences

## Friday, October 14 [15:00–16:40]

### Section A. Morphological Image Processing

- 15:00
**Lomov Nikita**, Sidyakin Sergey, Vizilter Yury

**(RU)**Classification of two-dimensional figures using skeleton-geodesic histograms of thicknesses and distances - 15:20
**Mestetskiy Leonid**, Lomov Nikita

**(RU)**Recognition of digital fonts from images based on the disk cover - 15:40
**Gracheva Inessa**, Kopylov Andrey, Seredin Oleg, Kushnir Olesia, Larin Alexander

**(EN)**Background-Invariant Robust Hand Detection Using One Class Color Segmentation and Skeleton Description - 16:00
**Lebedev Maksim**, Kostromov Nikita, Rubis Aleksey, Komarov Denis, Vygolov Oleg, Vizilter Yuri

**(RU)**Morphological image matching using deep convolutional neural networks - 16:20
**Fedotova Sofia**, Seredin Oleg, Kushnir Olesia

**(RU)**The Algorithms of Adjustment of Reflection Symmetry Axis Found by the Skeleton Primitive Sub-Chains Comparison Method

### Section В. Signal and Time Series Analysis

- 15:00
**Neychev Radoslav**, Motrenko Anastasia, Isachenko Roman, Strijov Vadim

**(EN)**Multimodel forecasting multiscale time series in Internet of Things - 15:20
**Starozhilets Vsevolod**, Chehovich Yuriy

**(RU)**Aggregation of data from different sources in traffic flow tasks - 15:40
**Zharkikh Aleksandr**, Gorbunov Aleksei

**(RU)**Presentation of software tool for embedding and extracting hidden messages in audio files

## Friday, October 14 [17:00–18:30]

- 17:00
**Ustinin Mikhail**, Rykunov Stanislav, Boyko Anna, Sychev Vyacheslav

**(EN)**Frequency-pattern data analysis to estimate the functional structure of the human body from external magnetic field - 17:30
**Gornov Alexander**, Zarodnyuk Tatiana, Anikin Anton, Finkelstein Evgeniya

**(RU)**Algorithms and computational technology for extremum search in optimal control problems - 18:00
**Rudakov Konstantin**, Torshin Ivan

**(RU)**On metric spaces arising during formalization of problems of recognition and classification: Properties of compactness