Hakan Altinçay

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 11

Top Topics

Weighting Scheme

Positive Samples

Text Categorization

Top Venues

Expert Syst. Appl.

Neural Comput. Appl.

Publications

Hossein Ghaderi Zefrehi, Ghazaal Sheikhi, Hakan Altinçay
Threshold prediction for detecting rare positive samples using a meta-learner. Pattern Anal. Appl. 26 (1) (2023)
Hossein Ghaderi Zefrehi, Hakan Altinçay
MaMiPot: a paradigm shift for the classification of imbalanced data. J. Intell. Inf. Syst. 61 (1) (2023)
Ghazaal Sheikhi, Hakan Altinçay
A novel dissimilarity metric based on feature-to-feature scatter frequencies for clustering-based feature selection in biomedical data. Comput. Intell. 37 (4) (2021)
Hossein Ghaderi Zefrehi, Hakan Altinçay
Imbalance learning using heterogeneous ensembles. Expert Syst. Appl. 142 (2020)
Ghazaal Sheikhi, Hakan Altinçay
Maximum-relevance and maximum-diversity of positive ranks: A novel feature selection method. Expert Syst. Appl. 158 (2020)
Ghazaal Sheikhi, Hakan Altinçay
Supervised Feature Embedding for Classification by Learning Rank-based Neighborhoods. ICPR (2020)
Dima Badawi, Hakan Altinçay
Effective use of 2-termsets by discarding redundant member terms in bag-of-words representation. Neural Comput. Appl. 31 (9) (2019)
Dima Badawi, Hakan Altinçay
Compact Representation of Documents Using Terms and Termsets. MLDM (1) (2018)
Dima Badawi, Hakan Altinçay
Termset weighting by adapting term weighting schemes to utilize cardinality statistics for binary text categorization. Appl. Intell. 47 (2) (2017)
Noushin Hajarolasvadi, Ghazaal Sheikhi, Hakan Altinçay
Employing Data from Diagnosed Patients for Undiagnosed Type 2 Diabetes Detection. ICIMTH (2016)
Kamran Kamaei, Hakan Altinçay
Editing the nearest feature line classifier. Intell. Data Anal. 19 (3) (2015)
Hakan Altinçay, Zafer Erenel
Ternary encoding based feature extraction for binary text classification. Appl. Intell. 41 (1) (2014)
Dima Badawi, Hakan Altinçay
A novel framework for termset selection and weighting in binary text classification. Eng. Appl. Artif. Intell. 35 (2014)
Hakan Altinçay, Zafer Erenel
Avoiding the interpolation inaccuracy in nearest feature line classifier by spectral feature analysis. Pattern Recognit. Lett. 34 (12) (2013)
Zafer Erenel, Hakan Altinçay
Improving the precision-recall trade-off in undersampling-based binary text categorization using unanimity rule. Neural Comput. Appl. 22 (Supplement-1) (2013)
Hakan Altinçay
Using linear regression residual of document vectors in text categorization. SIU (2013)
Hakan Altinçay
Feature Extraction Using Single Variable Classifiers for Binary Text Classification. IEA/AIE (2013)
Hakan Altinçay, Zafer Erenel
Using the absolute difference of term occurrence probabilities in binary text categorization. Appl. Intell. 36 (1) (2012)
Zafer Erenel, Hakan Altinçay
Nonlinear transformation of term frequencies for term weighting in text categorization. Eng. Appl. Artif. Intell. 25 (7) (2012)
Önsen Toygar, Hakan Altinçay
Preserving spatial information and overcoming variations in appearance for face recognition. Pattern Anal. Appl. 14 (1) (2011)
Zafer Erenel, Hakan Altinçay, Ekrem Varoglu
Explicit Use of Term Occurrence Probabilities for Term Weighting in Text Categorization. J. Inf. Sci. Eng. 27 (3) (2011)
Hakan Altinçay, Zafer Erenel
Analytical evaluation of term weighting schemes for text categorization. Pattern Recognit. Lett. 31 (11) (2010)
Nazife Dimililer, Ekrem Varoglu, Hakan Altinçay
Classifier subset selection for biomedical named entity recognition. Appl. Intell. 31 (3) (2009)
Nazife Dimililer, Ekrem Varoglu, Hakan Altinçay
Vote-Based Classifier Selection for Biomedical NER Using Genetic Algorithms. IbPRIA (2) (2007)
Hakan Altinçay
Decision trees using model ensemble-based nodes. Pattern Recognit. 40 (12) (2007)
Hakan Altinçay
Ensembling evidential k-nearest neighbor classifiers through multi-modal perturbation. Appl. Soft Comput. 7 (3) (2007)
Hakan Altinçay
On the independence requirement in Dempster-Shafer theory for combining classifiers providing statistical evidence. Appl. Intell. 25 (1) (2006)
Hakan Altinçay
On naive Bayesian fusion of dependent classifiers. Pattern Recognit. Lett. 26 (15) (2005)
Hakan Altinçay, Ali Tüzel
Combination of Boosted Classifiers Using Bounded Weights. ICAPR (1) (2005)
Hakan Altinçay
A dempster-shafer theoretic framework for boosting based ensemble design. Pattern Anal. Appl. 8 (3) (2005)
Hakan Altinçay, Cem Ergün
Clustering Based Under-Sampling for Improving Speaker Verification Decisions Using AdaBoost. SSPR/SPR (2004)
Hakan Altinçay
Optimal resampling and classifier prototype selection in classifier ensembles using genetic algorithms. Pattern Anal. Appl. 7 (3) (2004)
Hakan Altinçay, Cem Ergün
Nonlinear decision function in speaker verification using a classifier ensemble. EUSIPCO (2004)
Adnan Acan, Hakan Altinçay, Yüce Tekol, Ahmet Ünveren
A genetic algorithm with multiple crossover operators for optimal frequency assignment problem. IEEE Congress on Evolutionary Computation (2003)
Hakan Altinçay, Mübeccel Demirekler
Undesirable effects of output normalization in multiple classifier systems. Pattern Recognit. Lett. 24 (9-10) (2003)
Hakan Altinçay, Mübeccel Demirekler
Speaker identification by combining multiple classifiers using Dempster-Shafer theory of evidence. Speech Commun. 41 (4) (2003)
Hakan Altinçay, Buket Çizili
Classifier Combination through Clustering in the Output Spaces. CAIP (2003)
Hakan Altinçay, Mübeccel Demirekler
Why Does Output Normalization Create Problems in Multiple Classifier Systems? ICPR (2) (2002)
Hakan Altinçay, Mübeccel Demirekler
Post-processing of Classifier Outputs in Multiple Classifier Systems. Multiple Classifier Systems (2002)
Mübeccel Demirekler, Hakan Altinçay
Plurality voting-based multiple classifier systems: statistically independent with respect to dependent classifier sets. Pattern Recognit. 35 (11) (2002)
Hakan Altinçay, Mübeccel Demirekler
Comparison of different objective functions for optimal linear combination of classifiers for speaker identification. ICASSP (2001)
Hakan Altinçay, Mübeccel Demirekler
A novel rank-based classifier combination scheme for speaker identification. ICASSP (2000)
Hakan Altinçay, Mübeccel Demirekler
An information theoretic framework for weight estimation in the combination of probabilistic classifiers for speaker identification. Speech Commun. 30 (4) (2000)
Hakan Altinçay, Mübeccel Demirekler
On the use of supra model information from multiple classifiers for robust speaker identification. EUROSPEECH (1999)
Hakan Altinçay, Mübeccel Demirekler
Use of model confusion learning for speaker identification A rule-based approach. NSIP (1999)