Intelligent Data Processing: Theory and Applications/2016
Материал из MachineLearning.
The 11-th International Conference on Intelligent Data Processing: Theory and Practice is held in Barcelona, Spain on October 10-14, 2016.
Additional information is available at mmro.ru.
The program in Russian is available at [program.ru]
Monday, October 10 [9:30–11:30]
Monday, October 10 [12:00–13:20]
Monday, October 10 [15:00–16:40]
Monday, October 10 [17:00–19:00]
Tuesday, October 11 [9:30–11:30]
Tuesday, October 11 [12:00–13:20]
Section A
Section В
- Vladimirova Maria, Strijov Vadim
(EN) Bagging of Neural Networks in Multitask Classification of Biological Acivity for Nuclear Receptors - Dvoenko Sergey, Pshenichny Denis
(EN) Feature Grouping Based on the Optimal Sequence of Correlation Matrix Minors - Efimova Valeria, Filchenkov Andrey, Shalyto Anatoly
(EN) Reinforcement-based Simultaneous Classification Model and its Hyperparameters Selection - Ignatov Dmitry, Gizdatullin Danil, Mitrofanova Ekaterina, Muratova Anna, Baixeries Jaume
(EN) Pattern-based classification of demographic sequences
Tuesday, October 11 [15:00–16:40]
Section A
Section В. Biometrics
- Efimov Yuriy, Matveev Ivan
(EN) Iris image segmentation by paired gradient method with pupil border refinement - Matveev Ivan, Talipov Kamil
(RU) Eyelids and eyelash detection based on clusterization of vector of local features - Odinokikh Gleb, Gnatyuk Vitaly, Korobkin Mikhail, Eremeev Vladimir
(EN) Eyelid Position Detection Method for Mobile Iris Recognition - Solomatin Ivan, Matveev Ivan, Novik Vladimir
(EN) Detecting visible areas of iris by qualifier of textures with support set - Chigrinskiy Viktor, Efimov Yuriy, Matveev Ivan
(EN) Fast algorithm for determining pupil and iris boundaries
Tuesday, October 11 [17:00–19:00]
Section A
Section В. Time Series and Biomedical Signal Analysis
- Goncharov Alexey, Strijov Vadim
(EN) Warping path for continuous time series alignment - Florinsky Igor, Pankratov Anton
(EN) On the role of the Fejér summation in terrain modeling - Rykunov Stanislav, Boyko Anna, Sychev Vyacheslav, Ustinin Mikhail, Rykunova Elena
(EN) Partial spectroscopy of the human brain spontaneous activity - 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
Thursday, October 13 [9:30–11:30]
Section A. Linear Predictive Models
- Seredin Oleg, Mottl Vadim
(RU) Methods of embedding real-world entities into a normed linear space for implementing the generalized linear approach to dependence estimation - Mottl Vadim, Seredin Oleg
(RU) A generalized linear approach to estimation of dependences from empirical data - Krasotkina Olga, Vadim Mottl, Elena Chernousova
(RU) Model volatility verification in problems of non-stationary dependence estimation - Malenichev Anton, Krasotkina Olga, Mottl Vadim
(RU) Quick methods of on-line learning for generalized lnear models of arbitrary dependences - Turkov Pavel, Krasotkina Olga, Mottl Vadim
(RU) Estimation of arbitrary nonstationary dependences in a linear observation space
Section В. Text Analysis and Information Retrieval
- Vorontsov Konstantin, Apishev Murat, Koltsov Sergei, Koltsova Olessia, Nikolenko Sergey
(RU) Additively Regularized Topic Model for Searching Ethnical Discourse in Social Media - Chirkova Nadezhda, Vorontsov Konstantin
(EN) Additive Regularization for Hierarchical Multimodal Topic Modeling - Filchenkov Andrey, Smelik Nikolay
(EN) Multimodal topic model for texts and images utilizing their embeddings - Ianina Anastasia, Vorontsov Konstantin
(RU) Multimodal topic modeling for exploratory search in collective blog - Volkov Nikita, Zhukovskii Maksim
(RU) On a probabilistic model for smoothing discrete ranking quality metrics - 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
- Nedel'ko Victor
(RU) Investigation of effectiveness of several linear classifiers - Mottl Vadim, Levdik Pavel, Krasotkina Olga
(RU) Evidence evaluation for trainable models of arbitrary dependences: A generalized linear approach - Levdik Pavel, Mottl Vadim, Krasotkina Olga, Tatarchuk Alexander
(RU) Numerical evidence evaluation for generalized linear dependence models
Section A. Text Analysis. Speech Analysis and Recognition
- Romanov Alexey, Khritankov Anton
(RU) Candidate Document Retrieval for Cross-Lingual Plagiarism Detection - Chuvilin Kirill
(RU) Parametric approach to the construction of syntax trees for partially formalized text documents - Kalyan Anastasia, Kalyan Viktor
(RU) The choice of decisions at recognition of emotions on the speech - 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
- Galashov Alexandr, Kel'manov Alexander
(RU) An exact pseudopolynomial-time algorithm for a problem of finding a family of disjoint subsets - Gimadi Edward
(RU) Implementation of the asymptotically optimal approach to polynomial time solving some hard discrete optimization problems of rooting, assigning, covering, and clustering - Kel'manov Alexander
(RU) On some clustering problems: Complexity and efficient algorithms with performance garantees - Pyatkin Artem, Eremeev Anton, Kel'manov Alexander
(RU) On searching for a vectors subset with the minimum normalized squared sum length - 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
- Dvoenko Sergey, Dang Thanh
(EN) Removing of combined noise in raster images - Vishnyakov Boris, Sidyakin Sergey, Roslov Nikolay, Vizilter Yuri
(RU) Change detection in the sequences of images in complex scenes - Gorbatsevich Vladimir, Vizilter Yuri, Vorotnikov Andrew, Kostromov Nikita
(RU) Real-Time Face Identification via CNN and Boosted Hashing Forest - Murashov Dmitry
(RU) Application of information-theoretical performance criterion for image segmentation - Syemov Aleksey, Fedotov Nikolay, 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
- 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 - Volkov Yuriy, Bogdanov Vladimir, Miroshnichenko Valery, Salienko Alexander
(RU) Calculation of parameters of model hydraulic turbine by value of the specific speed - Ilyasova Nataly, Kupriyanov Alexandr, Paringer Rustam
(RU) Particular usage characteristics of BIG DATA in medical diagnostics tasks - Marukhina Olga, Mokina Elena, Shagarova Maria, Dubinina Irina
(RU) Applying data mining techniques when making medical diagnostic decisions - Morozov Alexei, Sushkova Olga, Polupanov Alexander
(RU) Incorporation of Distributed Multi-Agent Programming Means in a Strongly Typed Logic Language - Sychugov Alexey, Rudnev Dmitry
(RU) Analysis of the security of distributed information systems based on featureless pattern recognition
Section В. Brain Signal Analysis
- Antsiperov Viacheslav, Obukhov Yuri
(RU) Analysis of brain structures hypersynchronization during the epileptic discharges on the basis of conical kernel representations of electroencephalogram signal - Butorina Anna, Litvak Vladimir
(RU) Use of spectral analysis and Random Field Theory for MEG data analysis - Kershner Ivan, Obukhov Yurii, Komoltsev Ilya
(RU) Detection algorithm of epileptic discharges and sleep spindles in rats in early posttraumatic period - Maliuta Inna, Obukhov Konstantin, Obukhov Yury
(RU) The classification method of sleep spindels and epilepsy sezures in EEG after traumatic brain injury - Manilo Ludmila, Nemirko Anatolii
(RU) Multiple discriminant analysis for recognition of biosignals in frequency domain - Obukhov Konstantin, Maliuta Inna, Obukhov Yury
(RU) Classification of early stage Parkinson's disease based on electroencephalography feature set - Sushkova Olga, Morozov Alexei, Gabova Alexandra, Bugaev Alexandr
(RU) A statistically significant decrease of the quantity of beta wave packets in de novo Parkinson's disease
Friday, October 14 [9:30–11:30]
Section A. Machine Learning
- Lange Mikhail
(RU) Information criterion for comparison of metric classifiers in ensemble of sources - Manilo Ludmila, Nemirko Anatolii
(RU) Reduction of feature space dimension based on separability criterion - Motrenko Anastasia
(EN) Sample size estimation in classification problems - Pushnyakov Alexey
(RU) Interdependence of clusters measures and distance distribution in compact metric spaces - 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
- Ignatiev Vladimir, Matveev Ivan, Murynin Alexander, Trekin Alexey
(EN) Image quality evaluation for resampling methods based on spatial spectrum extrapolation - Ignatiev Vladimir, Murynin Alexander, Matveev Ivan, Trekin Alexey
(RU) Object-oriented classification for recognition of earth surface in Arctic ecosystems - Bondur Valery, Murynin Alexander, Gordo Kristina
(RU) Satellite imagery processing methods for the estimation of trace gas and aerosol emissions due to wildfires - 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
- Aduenko Aleksandr, Strijov Vadim
(EN) Features space analysis for multimodel selection - Ishkina Shaura
(RU) Approximation of combinatorial generalization bounds for threshold classifiers - Ostapets Andrey
(RU) Decision rules for ensembled probabilistic classifier chain for multi-label classification
Section В. Bioinformatics
- Kulikova Liudmila, Tikhonov Dmitrii, Efimov Aleksandr
(RU) Statistical analysis of the internal distances of helical pairs in protein molecules - Nazipova Nafisa, Chaley Mariya, Kutyrkin Vladimir, Tulbasheva Gayane, Teplukhina Elena
(RU) Automated technology for revealing latent periodicities in DNA sequences - Sulimova Valentina, Seredin Oleg, Mottl Vadim
(EN) Construction metrics for biomolecular sequences
Friday, October 14 [15:00–16:40]
Section A. Morphological Image Processing
- Gracheva Inessa, Kopylov Andrey, Seredin Oleg, Kushnir Olesia, Larin Alexander
(EN) Background-Invariant Robust Hand Detection Using One Class Color Segmentation and Skeleton Description - Lebedev Maksim, Kostromov Nikita, Rubis Aleksey, Komarov Denis, Vygolov Oleg, Vizilter Yuri
(RU) Morphological image matching using deep convolutional neural networks - Lomov Nikita, Sidyakin Sergey, Vizilter Yury
(RU) Classification of two-dimensional figures using skeleton-geodesic histograms of thicknesses and distances - Mestetskiy Leonid, Lomov Nikita
(RU) Recognition of digital fonts from images based on the disk cover - 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
- Neychev Radoslav, Motrenko Anastasia, Isachenko Roman, Strijov Vadim
(EN) Multimodel forecasting multiscale time series in Internet of Things - Strijov Vadim, Motrenko Anastasia, Neychev Radoslav, Isachenko Roman, Popova Maria, Gromov Andrey, Inyakin Andrey
(EN) Feature generation for multiscale time series forecasting - Starozhilets Vsevolod, Chehovich Yuriy
(RU) Aggregation of data from different sources in traffic flow tasks - Zharkikh Aleksandr, Gorbunov Aleksei
(RU) Presentation of software tool for embedding and extracting hidden messages in audio files
Friday, October 14 [17:00–19:00]
- Vizilter Yuri
- Gornov Alexander, Zarodnyuk Tatiana, Anikin Anton, Finkelstein Evgeniya
(RU) Algorithms and computational technology for extremum search in optimal control problems - Rudakov Konstantin, Torshin Ivan
(RU) On metric spaces arising during formalization of problems of recognition and classification: Properties of compactness
