Intelligent Data Processing: Theory and Applications/2016

Материал из MachineLearning.

Основная статья: Интеллектуализация обработки информации (конференция)

Содержание 1 Monday, October 10 [9:30–11:30] 2 Monday, October 10 [12:00–13:20] 3 Monday, October 10 [15:00–16:40] 4 Monday, October 10 [17:00–19:00] 5 Tuesday, October 11 [9:30–11:30] 6 Tuesday, October 11 [12:00–13:20] 6.1 Section A 6.2 Section В 7 Tuesday, October 11 [15:00–16:40] 7.1 Section A 7.2 Section В. Biometrics 8 Tuesday, October 11 [17:00–19:00] 8.1 Section A 8.2 Section В. Time Series and Biomedical Signal Analysis 9 Thursday, October 13 [9:30–11:30] 9.1 Section A. Linear Predictive Models 9.2 Section В. Text Analysis and Information Retrieval 10 Thursday, October 13 [12:00–13:20] 10.1 Section A. Linear Predictive Models 10.2 Section A. Text Analysis. Speech Analysis and Recognition 11 Thursday, October 13 [15:00–16:40] 11.1 Section A. Discrete Optimization and Computational Complexity 11.2 Section В. Image Analysis and Recognition 12 Thursday, October 13 [17:00–19:00] 12.1 Section A. Applied Systems 12.2 Section В. Brain Signal Analysis 13 Friday, October 14 [9:30–11:30] 13.1 Section A. Machine Learning 13.2 Section В. Анализ аэрокосмических изображений 14 Friday, October 14 [12:00–13:20] 14.1 Section A. Теория и методы машинного обучения 14.2 Section В. Биоинформатика 15 Friday, October 14 [15:00–16:40] 15.1 Section A. Морфология изображений 15.2 Section В. Анализ сигналов и временных рядов 16 Friday, October 14 [17:00–19:00]

11-th IDP Conference — Intelligent Data Processing: Theory and Practice is held in Barcelona, Spain, on October 10-14, 2016.

Additional information is available at mmro.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

1. Vladimirova Maria, Strijov Vadim
   (EN) Bagging of Neural Networks in Multitask Classification of Biological Acivity for Nuclear Receptors
2. Dvoenko Sergey, Pshenichny Denis
   (EN) Feature Grouping Based on the Optimal Sequence of Correlation Matrix Minors
3. Efimova Valeria, Filchenkov Andrey, Shalyto Anatoly
   (EN) Reinforcement-based Simultaneous Classification Model and its Hyperparameters Selection
4. 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

1. Efimov Yuriy, Matveev Ivan
   (EN) Iris image segmentation by paired gradient method with pupil border refinement
2. Matveev Ivan, Talipov Kamil
   (RU) Eyelids and eyelash detection based on clusterization of vector of local features
3. Odinokikh Gleb, Gnatyuk Vitaly, Korobkin Mikhail, Eremeev Vladimir
   (EN) Eyelid Position Detection Method for Mobile Iris Recognition
4. Solomatin Ivan, Matveev Ivan, Novik Vladimir
   (EN) Detecting visible areas of iris by qualifier of textures with support set
5. 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

1. Goncharov Alexey, Strijov Vadim
   (EN) Warping path for continuous time series alignment
2. Florinsky Igor, Pankratov Anton
   (EN) On the role of the Fejér summation in terrain modeling
3. Rykunov Stanislav, Boyko Anna, Sychev Vyacheslav, Ustinin Mikhail, Rykunova Elena
   (EN) Partial spectroscopy of the human brain spontaneous activity
4. 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

1. 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
2. Mottl Vadim, Seredin Oleg
   (RU) A generalized linear approach to estimation of dependences from empirical data
3. Krasotkina Olga, Vadim Mottl, Elena Chernousova
   (RU) Model volatility verification in problems of non-stationary dependence estimation
4. Malenichev Anton, Krasotkina Olga, Mottl Vadim
   (RU) Quick methods of on-line learning for generalized lnear models of arbitrary dependences
5. Turkov Pavel, Krasotkina Olga, Mottl Vadim
   (RU) Estimation of arbitrary nonstationary dependences in a linear observation space

Section В. Text Analysis and Information Retrieval

1. Vorontsov Konstantin, Apishev Murat, Koltsov Sergei, Koltsova Olessia, Nikolenko Sergey
   (RU) Additively Regularized Topic Model for Searching Ethnical Discourse in Social Media
2. Chirkova Nadezhda, Vorontsov Konstantin
   (EN) Additive Regularization for Hierarchical Multimodal Topic Modeling
3. Filchenkov Andrey, Smelik Nikolay
   (EN) Multimodal topic model for texts and images utilizing their embeddings
4. Ianina Anastasia, Vorontsov Konstantin
   (RU) Multimodal topic modeling for exploratory search in collective blog
5. Volkov Nikita, Zhukovskii Maksim
   (RU) On a probabilistic model for smoothing discrete ranking quality metrics
6. 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

1. Nedel'ko Victor
   (RU) Investigation of effectiveness of several linear classifiers
2. Mottl Vadim, Levdik Pavel, Krasotkina Olga
   (RU) Evidence evaluation for trainable models of arbitrary dependences: A generalized linear approach
3. 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

1. Romanov Alexey, Khritankov Anton
   (RU) Candidate Document Retrieval for Cross-Lingual Plagiarism Detection
2. Chuvilin Kirill
   (RU) Parametric approach to the construction of syntax trees for partially formalized text documents
3. Kalyan Anastasia, Kalyan Viktor
   (RU) The choice of decisions at recognition of emotions on the speech
4. 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

1. Galashov Alexandr, Kel'manov Alexander
   (RU) An exact pseudopolynomial-time algorithm for a problem of finding a family of disjoint subsets
2. Gimadi Edward
   (RU) Implementation of the asymptotically optimal approach to polynomial time solving some hard discrete optimization problems of rooting, assigning, covering, and clustering
3. Kel'manov Alexander
   (RU) On some clustering problems: Complexity and efficient algorithms with performance garantees
4. Pyatkin Artem, Eremeev Anton, Kel'manov Alexander
   (RU) On searching for a vectors subset with the minimum normalized squared sum length
5. 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

1. Dvoenko Sergey, Dang Thanh
   (EN) Removing of combined noise in raster images
2. Vishnyakov Boris, Sidyakin Sergey, Roslov Nikolay, Vizilter Yuri
   (RU) Change detection in the sequences of images in complex scenes
3. Gorbatsevich Vladimir, Vizilter Yuri, Vorotnikov Andrew, Kostromov Nikita
   (RU) Real-Time Face Identification via CNN and Boosted Hashing Forest
4. Murashov Dmitry
   (RU) Application of information-theoretical performance criterion for image segmentation
5. 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

1. 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
2. Volkov Yuriy, Bogdanov Vladimir, Miroshnichenko Valery, Salienko Alexander
   (RU) Calculation of parameters of model hydraulic turbine by value of the specific speed
3. Ilyasova Nataly, Kupriyanov Alexandr, Paringer Rustam
   (RU) Particular usage characteristics of BIG DATA in medical diagnostics tasks
4. Marukhina Olga, Mokina Elena, Shagarova Maria, Dubinina Irina
   (RU) Applying data mining techniques when making medical diagnostic decisions
5. Morozov Alexei, Sushkova Olga, Polupanov Alexander
   (RU) Incorporation of Distributed Multi-Agent Programming Means in a Strongly Typed Logic Language
6. Sychugov Alexey, Rudnev Dmitry
   (RU) Analysis of the security of distributed information systems based on featureless pattern recognition

Section В. Brain Signal Analysis

1. Antsiperov Viacheslav, Obukhov Yuri
   (RU) Analysis of brain structures hypersynchronization during the epileptic discharges on the basis of conical kernel representations of electroencephalogram signal
2. Butorina Anna, Litvak Vladimir
   (RU) Use of spectral analysis and Random Field Theory for MEG data analysis
3. Kershner Ivan, Obukhov Yurii, Komoltsev Ilya
   (RU) Detection algorithm of epileptic discharges and sleep spindles in rats in early posttraumatic period
4. Maliuta Inna, Obukhov Konstantin, Obukhov Yury
   (RU) The classification method of sleep spindels and epilepsy sezures in EEG after traumatic brain injury
5. Manilo Ludmila, Nemirko Anatolii
   (RU) Multiple discriminant analysis for recognition of biosignals in frequency domain
6. Obukhov Konstantin, Maliuta Inna, Obukhov Yury
   (RU) Classification of early stage Parkinson's disease based on electroencephalography feature set
7. 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

1. Lange Mikhail
   (RU) Information criterion for comparison of metric classifiers in ensemble of sources
2. Manilo Ludmila, Nemirko Anatolii
   (RU) Reduction of feature space dimension based on separability criterion
3. Motrenko Anastasia
   (EN) Sample size estimation in classification problems
4. Pushnyakov Alexey
   (RU) Interdependence of clusters measures and distance distribution in compact metric spaces
5. 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. Анализ аэрокосмических изображений

1. Игнатьев Владимир Юрьевич, Матвеев Иван Алекссевич, Мурынин Александр Борисович, Трекин Алексей Николаевич
   Image quality evaluation for resampling methods based on spatial spectrum extrapolation
2. Игнатьев Владимир Юрьевич, Мурынин Александр Борисович, Матвеев Иван Алексеевич, Трекин Алексей Николаевич
   Объектно-ориентированная классификация в задаче распознавания подстилающей поверхности в арктических экосистемах
3. Бондур Валерий Григорьевич, Мурынин Александр Борисович, Гордо Кристина Араратовна
   Методы обработки космических изображений для оценки эмиссий малых газовых компонент и аэрозолей при природных пожарах
4. Мурынин Александр Борисович, Бондур Валерий Григорьевич, Игнатьев Владимир Юрьевич
   Оптимальный выбор параметров для восстановления спектров морского волнения по аэрокосмическим изображениям

Friday, October 14 [12:00–13:20]

Section A. Теория и методы машинного обучения

1. Адуенко Александр Александрович, Стрижов Вадим Викторович
   Features space analysis for multimodel selection
2. Ишкина Шаура Хабировна
   Аппроксимация комбинаторных оценок переобучения пороговых классификаторов
3. Остапец Андрей Александрович
   Решающие правила для ансамбля из цепей вероятностных классификаторов при решении задач классификации с пересекающимися классами

# Журавлёв Вадим Игоревич, Генрихов Игорь Евгеньевич, Дюкова Елена Всеволодовна
О полных регрессионных решающих деревьях

Section В. Биоинформатика

1. Куликова Людмила Ивановна, Тихонов Дмитрий Анатольевич, Ефимов Александр Васильевич
   Статистический анализ внутренних расстояний спиральных пар в белковых молекулах
2. Назипова Нафиса Наиловна, Чалей Мария Борисовна, Кутыркин Владимир Андреевич, Тюльбашева Гаянэ Эдуардовна, Теплухина Елена Ивановна
   Автоматизированная технология обнаружения участков латентной периодичности в последовательностях ДНК
3. Сулимова Валентина Вячеславовна, Середин Олег Сергеевич, Моттль Вадим Вячеславович
   Construction metrics for biomolecular sequences

Friday, October 14 [15:00–16:40]

Section A. Морфология изображений

1. Грачева Инесса Александровна, Копылов Андрей Валериевич, Середин Олег Сергеевич, Кушнир Олеся Александровна, Ларин Александр Олегович
   Background-Invariant Robust Hand Detection Using One Class Color Segmentation and Skeleton Description
2. Лебедев Максим Алексеевич, Костромов Никита Алексеевич, Рубис Алексей Юрьевич, Комаров Денис Валерьевич, Выголов Олег Вячеславович, Визильтер Юрий Валентинович
   Морфологическая оценка сходства изображений с использованием глубоких конволюционных нейронных сетей
3. Ломов Никита Александрович, Сидякин Сергей Владимирович, Визильтер Юрий Валентинович
   Классификация двумерных фигур с использованием скелетно-геодезических гистограмм толщин-расстояний
4. Местецкий Леонид Моисеевич, Ломов Никита Александрович
   Распознавание цифровых шрифтов по изображениям на основе дискового покрытия
5. Федотова Софья Антоновна, Середин Олег Сергеевич, Кушнир Олеся Александровна
   Алгоритмы уточнения оси зеркальной симметрии, найденной методом сравнения подцепочек скелетных примитивов

Section В. Анализ сигналов и временных рядов

1. Нейчев Радослав Георгиев, Мотренко Анастасия Петровна, Исаченко Роман Владимирович, Стрижов Вадим Викторович
   Multimodel forecasting multiscale time series in Internet of Things
2. Стрижов Вадим Викторович, Мотренко Анастасия Петровна, Нейчев Радослав Георгиев, Исаченко Роман Владимирович, Попова Мария Сергеевна, Громов Андрей Николаевич, Инякин Андрей Сергеевич
   Feature generation for multiscale time series forecasting
3. Старожилец Всеволод Михайлович, Чехович Юрий Викторович
   Комплексирование данных из разнородных источников в задачах моделирования транспортных потоков
4. Жарких Александр Александрович, Горбунов Алексей Владимирович
   Презентация программного средства для встраивания и извлечения скрытых сообщений в аудиофайлах на 13-е

Friday, October 14 [17:00–19:00]

1. Визильтер Юрий Валентинович
2. Горнов Александр Юрьевич, Зароднюк Татьяна Сергеевна, Аникин Антон Срегеевич, Финкельштейн Евгения Александровна
   Алгоритмы и вычислительные технологии поиска экстремума в задачах оптимального управления
3. Рудаков Константин Владимирович, Торшин Иван Юрьевич
   О метрических пространствах, возникающих при формализации задач распознавания и классификации: свойства компактности