Download - International Conference on Information Complexity and

Wednesday, May 18
09:00 - 12:00
12:00 - 13:30
13:30 - 14:30
14:30 - 14:50
15:00- 16:30
Registration
Lunch
Salon 1 - Opening Ceremony
Coffee Break
Salon 1 - Opening Lecture
Ömer Gebizlioğlu, Kadir Has University
Data, Statistics and Life in Many Dimensions
16:30 - 16:50
16:50 - 18:30
Chair: Olcay Arslan
Coffee Break
Salon 1 – Mixture Model Cluster Analysis/Classification
Chair : Hamza Erol
Hamza Erol Çukurova University, Turkey
A new approach for mixture model clustering based on selecting the
best mixture model among candidate mixture models
Özge Kuran Cukurova University, Turkey
Estimation in linear mixed models under stochastic linear
restrictions: mixed and stochastic restricted ridge estimations
Derviş Topuz Niğde University, Turkey
Fuzzy Logistic Regression Model And An Application
Fatma Zehra Doğru Giresun University, Turkey
Mixture Regression Modeling based on Skew Laplace Normal
Distribution
Salon 2 - Robust Statistics Theory/Functional Data Analysis
Chair : Meral Çetin
Mehmet Niyazi Çankaya Uşak University, Turkey
M-estimation Method Based Asymmetric Objective Function
Emre Dünder Samsun Ondokuz Mayıs University, Samsun, TURKEY
Integration Theil-Sen estimators into adaptive lasso in the presence
of heavy tailed error terms
Onur Toka Hacettepe University, Turkey
Robust Properties of Some Loss Functions in Classification
Sugnet Lubbe University of Cape Town, South Africa
A Longitudinal Log Ratio Biplot Based on Functional Data
Analysis Modelling
Salon 3– High Dimensional Data Visualization/ Dimension Reduction
Chair : Andrzej Sokolowski
Andrzej Sokołowski Cracow University of Economics, Poland
Predictive Multidimentional Scaling
Halit Alper Tayali Istanbul University, Turkey
Dimension reduction in optimal portfolio selection problem using
nonnegative matrix factorization and nonnegative principal
components analysis
Shamshuritawati Sharif Utara Malaysia University
Testing the Stability of Covariance Matrices in High Dimensional
Case
Ahmet Sakir Dokuz Nigde University, Turkey
Discovering Emerging or Vanishing Association Patterns in
Hydroclimatic Datasets
19:30
Welcome Cocktail
Thursday, May 19
09:00 - 10:15
Keynote 1
Hamparsum Bozdoğan
Information Complexity and Model Selection in High Dimensional Data
Using Genetic Algorithm
10:15 - 10:30
10:30 - 12:10
Chair : Ömer L. Gebizlioğlu
Coffee Break
Salon 1- Invited Session
High Dimensional Econometric Models with Big Data
Chair: Esin Firuzan
Ali Sabri Taylan
Intraday Volatility Spillover and Financial Contagion on the
Turkish Financial Markets - DCC and Wavelet Approaches
Okan Aybar
Links between North American exchange traded commodity
convenience yields and US dollar denominated zero coupon
inflation swap rates
Esin Firuzan
Forecasting economic data by high dimensional models
Ali Sabri Taylan
Forecasting Financial Market Behaviors Using Artificial
Intelligence and Time Series Models
Berhan Çoban
Impact of Tsunami on high dimensional cointegration relationship
for Asian Stock Markets
Salon 2 – Invited Session
Divergence Measures, Statistics and Their Applications
Chair: Aylin Alın
Aylin Alın
Robust Change Point Regression
Nirian Martin
Goodness-of-fit test-statistics for the clustered overdispersion
multinomial loglinear models
Ayanendranath Basu
Statistical Inference based on Bridge Divergences
12:10 - 13:30
13:30 - 14:45
Lunch
Keynote 2
Arjun Gupta
Detection and Estimation of Multiple Shifts in Covariance Matrices
14:50 - 16:30
Chair : Hamparsum Bozdoğan
Salon 1- Invited Session
Selection and Evaluation in Non-Linear Statistical Models
Chair: Mithat Gönen
Babak ChoodariOskooei
Credibility of risk predictions in medical research: concepts, tools,
and applications
Mithat Gönen
Model-based concordance for external validation
Glenn Heller
Inference For The Difference In The Area Under The Curve
Derived From Nested Binary Regression Models
Salon 2 – Invited Session
Text Mining, Grid Computing, and Applications
Chairs: Yasmin Said and Edward Wegman
Abdullah A. Alnoshan, George Washington University
Distributed Grid-Type Architectures
Muhammad Aljammaz, Imam University, Saudi Arabia
Malware Static Analysis Techniques using a Multidisciplinary
Approach
Yasmin H. Said, George Mason University
Text Mining and Social Networks: Techniques for Examining
Sematic Content
Salon-3: Credit Risk and Financial Data Mining/Reliability Analysis
Chair: Ali Sabri Taylan
İrfan Yildirim Erciyes University, Turkey
An Application for Dynamic and Real-Time Shopping Route
Recommendation in Retail Markets
Murat Sağır Ondokuz Mayıs University, Turkey
The Reliability Analysis, Optimization and Simulation of a System
with two Heteregenous Sub-Units
Jana Salim, Shandong University, China
Estimating Probability Default Correlation and Value at Risk (VaR)
Using Copula Technique
16:30 - 16:50
Coffee Break + Poster Session
16:50 - 18:30
Salon 1– Multivariate Distribution Theory
Chair : Ömer L. Gebizlioğlu
Ömer Lütfi Gebizlioğlu Kadir Has University, Turkey
Pseudo Distributions and Concomitants of Their Order Statistics
Muhammet Burak Kılıç Mehmet Akif Ersoy University, Turkey
A Bayesian analysis of asymmetric bi-modal circular data
Arzu Ekı̇ ncı̇ Demı̇ rellı̇ Fırat University, Turkey
Richard Link Function and its Distribution
Mehmet Niyazi Çankaya Ankara University, Turkey
Optimal Score Functions of Power Distributions
Salon 2– Model selection and feature selection/extraction
Chair : Shinpei Imari
Şenay Özdemir Afyon Kocatepe University,Turkey
Variable Selection in Empirical Likelihood based Regression with
Information Complexity (ICOMP)
Yetkin Tuaç Ankara University, Turkey
Variable Selection in Restricted Linear Regression Models
Kosuke Morikawa Osaka university, Japan
A New Information Criterion for Ignorable Missing Data
Shinpei Imori Osaka University, Japan
An information criterion for partially prediction with incomplete
data
Özge Tanju Ankara University, Turkey
A New Model Selection Method for Logistic Regression
Salon 3– Regularized and Robust Regression
Chair : Jabed H. Tomal
Fikriye Kurtoğlu Çukurova University, Turkey
First-order approximated restricted Liu estimation in generalized
linear models
Ezgi Ayyildiz Middle East Technical University, Ankara, Turkey
Generating Various Types of Graphical Models via MARS
Fulya Gokalp Yavuz Yıldız Technical University, Turkey
Model Selection in Robust Linear Mixed Models
Onur Toka Hacettepe University, Turkey
Robust Regression Methods with Prior Information: Restricted
Robust Regression Method
Jairo Andres Diaz Rodriguez University of Geneva, Switzerland
GLM-lasso explores the cosmos
19:30
Dinner
Friday, May 20
09:00 - 10:15
Keynote 3
Brani Vidakovic
Wavelet Modeling: All That Scaling
10:15 - 10:30
10:30 - 12:10
Chair: Arjun Gupta
Coffee Break
Salon 1 – Invited Session
Computation and Visualisation of High Dimensional Data-1
Chairs: Sugnet Lubbe and Niel le Roux
Alfonso Iodice D΄ Enza
A comparison of incremental Multiple Correspondence Analysis
approaches for high-dimensional data
Niel Leroux
Multivariate Statistical Process Evaluation and Monitoring for
Complex Chemical Processes
Daniel Wilhelm Uys
Using the common principal component model to estimate
covariance matrices with different covariance structures
Salon 2 – Invited Session
Instance and Graph Based Learning from High Dimensional Data
Chairs: Elvan Ceyhan and Artur Manukyan
Artür Manukyan
Statistical Learning Using Geometric Digraph Families
Kazuyoshi Yata
Effective Classifiers for High-Dimensional Non-Sparse Data
Petra Perner
Mining Frequent Subgraph Pattern over a Collection of AttributedGraphs and Construction of a Relation Hierarchy for Result
Reporting
Salon-3: Biostatistics and Bioinformatics
Chair: Halima Bensmail
Melih Ağraz , Middle East Technical University, Turkey
Deterministic Modelling of Linear and Nonlinear Interactions in
Biological Systems
Suna Akkol Yuzuncu Yil University, Turkey
Prediction of Live Weight from Body Mesurements Using the
Elastic Net in Adult Hair Goat
Fatma Özge Özkök Erciyes University, Turkey
Counting Of White Blood Cells Using Stdbscan Clustering
Algorithm
12:10 - 13:30
13:30 - 14:30
Ezgi Özer Okan University, Turkey
Classification of EEG Signals for Detection of Epileptic Seizures
using Wavelet Transforms and Artificial Neural Networks
Lunch
Keynote 4
Halima Bensmail
High - throughput Omics Wide Association Studies (OWAs): Scalability
and Performance of New Statistical Models
Chair: Brani Vidakovic
14:50 - 16:30
Salon 1 – Invited Session
Data Mining Applications by Nonparametric Modelling
Chair: Elçin Kartal Koç
Cande Kurt
Image in-Painting - A Comparative Study With Related Techniques
Rustam Mansyrov
Modeling of Precipitation Amount of Turkey by Multivariate
Adaptive Regression Splines
Gülşah Serdar
Learning to Rank Application on Web Data by Using Conic
Multivariate Adaptive Regression Splines Technique
Salon 2 – Invited Session
Computation and Visualisation of High Dimensional Data-2
Chairs: Sugnet Lubbe and Niel le Roux
Jabed H. Tomal University of Toronto, Canada
Ranking Homologous Proteins using Ensemble of
Phalanxes Based on Logistic Regression Model
Julie Josse
A modeling understanding to CA and MCA
Tertius De Wet
A comparison of conditional tail index and extreme
quantile estimators
Salon 3 – Tools, parallel numerical algorithms and software packages for
multivariate data analysis
Chair: Babak ChoodariOskooei
Abdullah Yalçınkaya Ankara University, Turkey
A New Search Space For Genetic Algorithm
Abdullah Yalçınkaya Ankara University, Turkey
Maximum Likelihood Estimation With Genetic Algorithm For The
Parameters Of Skew Normal Distribution
Bala Mikat Tyoden Çukurova University, Turkey
Statistical Learning Systems for Clustering Seismic Activities
Tayyip Özcan Erciyes University, Turkey
Artificial Bee Colony Algorithm Based Parameter Tuning of
Kalman Filter for Object Tracking
16:30 - 16:50
16:50 - 18:30
Coffee Break + Poster Session
Salon 1 – Multivariate Time Series & Marketing and Market Segmentation
Chair: Yılmaz Akdi
Yılmaz Akdi Ankara University, Turkey
Comparison between the HEGY and the Periodogram Based
Seasonal Unit Root Tests
Jaehwan Jeong Radford University, US
Short-term portfolio rebalancing under mean-risk trade-off, market
impact, and leverage
Ebrucan Islamoglu, Ondokuz Mayıs University, Turkey
Comparison for performance criterions of ınterval-valued time
series
Darfiana Nur Flinders University, Australia
Bayesian inference for Multivariate GARCH-BEKK model
Salon 2 – Multivariate Distribution Theory
Chair: Yakup Murat Bulut
Abdullah Yalçınkaya Ankara University, Turkey
Epsilon Skew Extension Of The Burr III Distribution
Ömer Altındağ Ankara University, Turkey
Estimation of the Renewal Function with Double Exponential
Distribution Under Randomly Censored Data
Y. Murat Bulut Eskişehir Osmangazi University, Turkey
Matrix Variate Skew Laplace Distribution
Ömer Altındağ Ankara University, Turkey
Parameter Estimation For The Burr Type III Distribution Under
Type II Censored Data
Salon 3- Information Complexity Criteria and Its Applications
Chair: Esra Pamukçu
Elçin Kartal Koç Middle East Technical University, Turkey
Model Selection in Multivariate Adaptive Regression Splines
(MARS) Using Information Complexity as the Fitness Function
Muharrem Mercimek Yıldız Technical University, Turkey
Information complexity aided statistical background modeling in
survaillence applications
Emre Dünder Samsun Ondokuz Mayıs University, TURKEY
A New Approach in Sparse Principal Component Regression
Analysis via Heuristic Optimization and Information Complexity
Criteria
Yeşim Güney Ankara University, Turkey
Variable Selection in Single-Index Models Using Information
Complexity (ICOMP) Criterion
Esra Pamukçu Firat University, Turkey
Monte Carlo Evidence and Performance of Hybrid Covariance
Estimators in Adaptive Elastic Net Regression Models Using
Information Complexity
19:30
Gala Dinner
Saturday, May 21
10:00-12:00
Evaluation Meeting
Award Ceremony
12:00-13:30
Lunch
14:00Cappadocia Tour