Feature selection and learning curves of a multilayer perceptron chromosome classifier. - Boaz Lerner; Hugo Guterman; Its'hak Dinstein; Yitzhak Romem (ICPR (2), 1994)

Application of principal component analysis to the design of neural networks. - Hugo Guterman (Neural Parallel Sci. Comput., 1994)

Human chromosome classification using multilayer perceptron neural network. - Boaz Lerner; Hugo Guterman; Its'hak Dinstein; Yitzhak Romem (Int. J. Neural Syst., 1995)

Medial axis transform-based features and a neural network for human chromosome classification. - Boaz Lerner; Hugo Guterman; Its'hak Dinstein; Yitzhak Romem (Pattern Recognit., 1995)

Feature extraction by neural network nonlinear mapping for pattern classification. - Boaz Lerner; Hugo Guterman; Mayer E. Aladjem; Its'hak Dinstein; Yitzhak Romem (ICPR, 1996)

On pattern classification with Sammon's nonlinear mapping an experimental study. - Boaz Lerner; Hugo Guterman; Mayer E. Aladjem; Its'hak Dinstein; Yitzhak Romem (Pattern Recognit., 1998)

A classification-driven partially occluded object segmentation (CPOOS) method with application to chromosome analysis. - Boaz Lerner; Hugo Guterman; Its'hak Dinstein (IEEE Trans. Signal Process., 1998)

A comparative study of neural network based feature extraction paradigms. - Boaz Lerner; Hugo Guterman; Mayer E. Aladjem; Its'hak Dinstein (Pattern Recognit. Lett., 1999)

Classification of brain-stem trigeminal evoked potentials in multiple sclerosis, minor head injuries and post-concussion syndrome pathologies by similarity measurements. - Hugo Guterman; Youval Nehmadi; Andrei Chistyakov; Jean Soustiel; Hava Hafner; Moshe Feinsod (Int. J. Medical Informatics, 2000)

On the Initialisation of Sammon's Nonlinear Mapping. - Boaz Lerner; Hugo Guterman; Mayer E. Aladjem; Its'hak Dinstein (Pattern Anal. Appl., 2000)

Resolution limitation in speakers clustering and segmentation problems. - Itshak Lapidot; Hugo Guterman (Odyssey, 2001)

VQ-Based Clustering Algorithm of Piecewise- Dependent-Data. - Itshak Lapidot; Hugo Guterman (WSOM, 2001)

An adaptive neuro-fuzzy system for automatic image segmentation and edge detection. - Victor Boskovitz; Hugo Guterman (IEEE Trans. Fuzzy Syst., 2002)

Unsupervised speaker recognition based on competition between self-organizing maps. - Itshak Lapidot; Hugo Guterman; Arnon Cohen (IEEE Trans. Neural Networks, 2002)

Dichotomy between clustering performance and minimum distortion in piecewise-dependent-data (PDD) clustering. - Itshak Lapidot; Hugo Guterman (IEEE Signal Process. Lett., 2003)

Weighted segmental k-means initialization for SOM-based speaker clustering. - Oshry Ben-Harush; Itshak Lapidot; Hugo Guterman (INTERSPEECH, 2008)

Advanced Developments and Applications of the Fuzzy ARTMAP Neural Network in Pattern Classification. - Boaz Lerner; Hugo Guterman (Computational Intelligence Paradigms, 2008)

Entropy based overlapped speech detection as a pre-processing stage for speaker diarization. - Oshry Ben-Harush; Itshak Lapidot; Hugo Guterman (INTERSPEECH, 2009)

Incremental diarization of telephone conversations. - Oshry Ben-Harush; Itshak Lapidot; Hugo Guterman (INTERSPEECH, 2010)

Online Diarization of Telephone Conversations. - Oshry Ben-Harush; Itshak Lapidot; Hugo Guterman (Odyssey, 2010)

Improving Shape Retrieval by Spectral Matching and Meta Similarity. - Amir Egozi; Yosi Keller; Hugo Guterman (IEEE Trans. Image Process., 2010)

Relativity and Contrast Enhancement. - Amir Kolaman; Amir Egozi; Hugo Guterman; B. L. Coleman (IMAGAPP/IVAPP, 2011)

Fast Template Matching of Repetitive Objects in Stereoscopy. - Youval Nehmadi; Orly Kalantyrsky; Hugo Guterman (ICPRAM (2), 2012)

Initialization of Iterative-Based Speaker Diarization Systems for Telephone Conversations. - Oshry Ben-Harush; Itshak Lapidot; Hugo Guterman (IEEE Trans. Speech Audio Process., 2012)

A Probabilistic Approach to Spectral Graph Matching. - Amir Egozi; Yosi Keller; Hugo Guterman (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Amplitude Modulated Video Camera - Light Separation in Dynamic Scenes. - Amir Kolaman; Maxim Lvov; Rami R. Hagege; Hugo Guterman (CVPR, 2016)

IVO Robot Driver. - Oded Yechiel; Hugo Guterman (VTC Fall, 2016)

Automatic Identification and Switching of Multi-MRAC Systems. - Oded Yechiel; Hugo Guterman (ACC, 2019)

Light Invariant Video Imaging for Improved Performance of Convolution Neural Networks. - Amir Kolaman; Dan Malowany; Rami R. Hagege; Hugo Guterman (IEEE Trans. Circuits Syst. Video Technol., 2019)

Functional Safety Verification for Autonomous UGVs - Methodology Presentation and Implementation on a Full-Scale System. - Daniel Meltz; Hugo Guterman (IEEE Trans. Intell. Veh., 2019)

Biologically Inspired Visual System Architecture for Object Recognition in Autonomous Systems. - Dan Malowany; Hugo Guterman (Algorithms, 2020)

Enhanced Error Correction Employing Natural Redundancy of Sensor Data. - Yair Mazal; Hugo Guterman (IEEE Trans. Commun., 2023)