Ausgabe 4/2015
Inhalt (18 Artikel)
A new random approach for initialization of the multiple restart EM algorithm for Gaussian model-based clustering
Wojciech Kwedlo
Linearizing layers of radial binary classifiers with movable centers
Leon Bobrowski, Magdalena Topczewska
Evaluating cluster detection algorithms and feature extraction techniques in automatic classification of fish species
Marco T. A. Rodrigues, Mário H. G. Freitas, Flávio L. C. Pádua, Rogério M. Gomes, Eduardo G. Carrano
Evaluating classifier combination in object classification
Jian Hou, Xu E, Qi Xia, Nai-Ming Qi
Constructing -graphs for subspace learning via recurrent neural networks
Yin Kuang, Lei Zhang, Zhang Yi
Automatic segmentation of brain MRI through stationary wavelet transform and random forests
Mohamed Mokhtar Bendib, Hayet Farida Merouani, Fatma Diaba
Combining local and global learners in the pairwise multiclass classification
Mohammad Ali Bagheri , Qigang Gao, Sergio Escalera
A GA-based feature selection and parameter optimization of an ANN in diagnosing breast cancer
Fadzil Ahmad, Nor Ashidi Mat Isa, Zakaria Hussain, Muhammad Khusairi Osman, Siti Noraini Sulaiman
A modified kernel clustering method with multiple factors
Changming Zhu, Daqi Gao
Automatic analysis of handwriting for gender classification
Imran Siddiqi, Chawki Djeddi, Ahsen Raza, Labiba Souici-meslati
Fuzzy segmentation for finger vessel pattern extraction of infrared images
Marios Vlachos, Evangelos Dermatas
Face and palmprint multimodal biometric systems using Gabor–Wigner transform as feature extraction
Nirmala Saini, Aloka Sinha
Avoiding staff removal stage in optical music recognition: application to scores written in white mensural notation
Jorge Calvo-Zaragoza, Isabel Barbancho, Lorenzo J. Tardón, Ana M. Barbancho
A systematic evaluation of the scale invariance of texture recognition methods
Andreas Uhl, Georg Wimmer
Automatic player detection and identification for sports entertainment applications
Zahid Mahmood, Tauseef Ali, Shahid Khattak, Laiq Hasan, Samee U. Khan
The k-NN classifier and self-adaptive Hotelling data reduction technique in handwritten signatures recognition
Piotr Porwik, Rafal Doroz, Tomasz Orczyk
A deep HMM model for multiple keywords spotting in handwritten documents
Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet, Yousri Kessentini