Nicolaos B. Karayiannis

According to our database, Nicolaos B. Karayiannis authored at least 71 papers between 1987 and 2010.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2010

The cross-layer adaptation of TCP-Friendly rate control to 3G wireless links.

Il Mo Jung, Nicolaos B. Karayiannis, Steven Pei, Driss Benhaddou

Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010

2006

Training Reformulated Radial Basis Function Neural Networks Capable of Identifying Uncertainty in Data Classification.

Nicolaos B. Karayiannis, Yaohua Xiong

IEEE Trans. Neural Networks, 2006

Detection of pseudosinusoidal epileptic seizure segments in the neonatal EEG by cascading a rule-based algorithm with a neural network.

Nicolaos B. Karayiannis, Amit Mukherjee, John R. Glover, Periklis Y. Ktonas, James D. Frost Jr., Richard A. Hrachovy, Eli M. Mizrahi

IEEE Trans. Biomed. Eng., 2006

An evaluation of quantum neural networks in the detection of epileptic seizures in the neonatal electroencephalogram.

Nicolaos B. Karayiannis, Amit Mukherjee, John R. Glover, James D. Frost Jr., Richard A. Hrachovy, Eli M. Mizrahi

Soft Comput., 2006

Image codec for efficient embedded bitstream transmission with low decoder complexity.

Mandar P. Deolalikar, Nicolaos B. Karayiannis

J. Electronic Imaging, 2006

An improved procedure for the extraction of temporal motion strength signals from video recordings of neonatal seizures.

Nicolaos B. Karayiannis, Guozhi Tao

Image Vis. Comput., 2006

An entropy-constrained algorithm for routing of communication networks.

Nicolaos B. Karayiannis, S. M. Nagabhushan Kaliyur

Comput. Commun., 2006

Power-conserving routing of ad hoc mobile wireless networks based on entropy-constrained algorithms.

Nicolaos B. Karayiannis, Sreekanth Nadella

Ad Hoc Networks, 2006

Automated recognition of videotaped neonatal seizures using robust motion tracking methods that adjust to illumination and contrast changes.

Yaohua Xiong, Nicolaos B. Karayiannis

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Improving TCP-Friendly Rate Control in Wired and Wireless Networks By a Scheme Based on Wireless Signal Strength.

Il Mo Jung, Nicolaos B. Karayiannis, Steven Pei

Proceedings of the 2006 International Conference on Networking and Services (ICNS 2006), 2006

2005

Soft learning vector quantization and clustering algorithms based on non-Euclidean norms: single-norm algorithms.

Nicolaos B. Karayiannis, Mary M. Randolph-Gips

IEEE Trans. Neural Networks, 2005

Quantifying motion in video recordings of neonatal seizures by regularized optical flow methods.

Nicolaos B. Karayiannis, B. Varughese, Guozhi Tao, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi

IEEE Trans. Image Process., 2005

Directly estimated adaptive detectors for code-division multiple-access signals.

Nicolaos B. Karayiannis, Jackrit Chookiarti

IEEE Trans. Commun., 2005

Quantifying motion in video recordings of neonatal seizures by robust motion trackers based on block motion models.

Nicolaos B. Karayiannis, Yaohua Xiong, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi

IEEE Trans. Biomed. Eng., 2005

Improving the accuracy and reliability of motion tracking methods used for extracting temporal motor activity signals from video recordings of neonatal seizures.

Nicolaos B. Karayiannis, Yaohua Xiong, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi

IEEE Trans. Biomed. Eng., 2005

Automated extraction of temporal motor activity signals from video recordings of neonatal seizures based on adaptive block matching.

Nicolaos B. Karayiannis, Abdul Sami, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi

IEEE Trans. Biomed. Eng., 2005

A new approach for neural control of nonlinear discrete dynamic systems.

Jose I. Canelon, Leang-San Shieh, Nicolaos B. Karayiannis

Inf. Sci., 2005

Feedforward neural network models for handling class overlap and class imbalance.

Ralf Kretzschmar, Nicolaos B. Karayiannis, Fritz Eggimann

Int. J. Neural Syst., 2005

Short-term electric power load forecasting based on cosine radial basis function neural networks: An experimental evaluation.

Nicolaos B. Karayiannis, Mahesh Balasubramanian, Heidar A. Malki

Int. J. Intell. Syst., 2005

Training Reformulated Radial Basis Function Neural Networks Capable of Identifying Uncertainty in the Recognition of Videotaped Neonatal Seizures.

Nicolaos B. Karayiannis, Yaohua Xiong

Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

2004

Indirectly estimated adaptive detectors for code-division multiple-access signals.

Nicolaos B. Karayiannis, Jackrit Chookiarti

IEEE Trans. Signal Process., 2004

Short-term electric power load forecasting using feedforward neural networks.

Heidar A. Malki, Nicolaos B. Karayiannis, Mahesh Balasubramanian

Expert Syst. J. Knowl. Eng., 2004

Automated Tracking of Multiple Body Parts in Video Recordings of Neonatal Seizures.

Abdul Sami, Nicolaos B. Karayiannis, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003

On the construction and training of reformulated radial basis function neural networks.

Nicolaos B. Karayiannis, Mary M. Randolph-Gips

IEEE Trans. Neural Networks, 2003

Soft learning vector quantization and clustering algorithms based on non-Euclidean norms: multinorm algorithms.

Nicolaos B. Karayiannis, Mary M. Randolph-Gips

IEEE Trans. Neural Networks, 2003

Removal of bird-contaminated wind profiler data based on neural networks.

Ralf Kretzschmar, Nicolaos B. Karayiannis, Hans Richner

Pattern Recognit., 2003

Reformulated radial basis function neural networks with adjustable weighted norms.

Mary M. Randolph-Gips, Nicolaos B. Karayiannis

Int. J. Intell. Syst., 2003

Non-Euclidean c-means clustering algorithms.

Nicolaos B. Karayiannis, Mary M. Randolph-Gips

Intell. Data Anal., 2003

Improving the Extraction of Temporal Motion Strength Signals from Video Recordings of Neonatal Seizures.

Nicolaos B. Karayiannis, Guozhi Tao

Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

Application of Adaptive Block Matching in the Extraction of Temporal Motor Activity Signals from Video Recordings of Neonatal Seizures.

Nicolaos B. Karayiannis, Abdul Sami

Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

2002

Directly estimated multiuser detectors for code-division multiple-access signals and their adaptive implementation.

Nicolaos B. Karayiannis, Jackrit Chookiarti

Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Indirectly estimated multiuser detectors for code-division multiple-access signals and their adaptive implementation.

Nicolaos B. Karayiannis, Jackrit Chookiarti

Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Advancing videometry through applications: quantification of neonatal seizures from video recordings.

Nicolaos B. Karayiannis

Proceedings of the 14th International Conference on Digital Signal Processing, 2002

2001

Extraction of Motion Strength and Motor Activity Signals from Video Recordings of Neonatal Seizures.

Nicolaos B. Karayiannis, Seshadri Srinivasan, Rishi Bhattacharya, Merrill S. Wise, James D. Frost Jr., Eli M. Mizrahi

IEEE Trans. Medical Imaging, 2001

A replenishment technique for low bit-rate video compression based on wavelets and vector quantization.

Nicolaos B. Karayiannis, Yiding Li

IEEE Trans. Circuits Syst. Video Technol., 2001

2000

Soft learning vector quantization and clustering algorithms based on ordered weighted aggregation operators.

Nicolaos B. Karayiannis

IEEE Trans. Neural Networks Learn. Syst., 2000

Generalized fuzzy c-means algorithms.

Nicolaos B. Karayiannis

J. Intell. Fuzzy Syst., 2000

Entropy-constrained learning vector quantization algorithms and their application in image compression.

Nicolaos B. Karayiannis, Nicholas Zervos

J. Electronic Imaging, 2000

Split and merge codebook design algorithms for image compression.

Nicolaos B. Karayiannis, Zhiying Liu

J. Electronic Imaging, 2000

NEURO-BRA: A Bird Removal Approach for Wind Profiler Data Based on Quantum Neural Networks.

Ralf Kretzschmar, Hans Richner, Nicolaos B. Karayiannis

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

A Comparison of Feature Sets and Neural Network Classifiers on a Bird Removal Approach for Wind Profiler Data.

Ralf Kretzschmar, Hans Richner, Nicolaos B. Karayiannis

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Reformulated Radial Basis Neural Networks with Adjustable Weighted Norms.

Nicolaos B. Karayiannis, Mary M. Randolph-Gips

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

New Developments in the Theory and Training of Reformulated Radial Basis Neural Networks.

Nicolaos B. Karayiannis

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

An axiomatic approach to soft learning vector quantization and clustering.

Nicolaos B. Karayiannis

IEEE Trans. Neural Networks, 1999

Reformulated radial basis neural networks trained by gradient descent.

Nicolaos B. Karayiannis

IEEE Trans. Neural Networks, 1999

Segmentation of Magnetic Resonance Images Using Fuzzy Algorithms for Learning Vector Quantization.

Nicolaos B. Karayiannis, Pin-I Pai

IEEE Trans. Medical Imaging, 1999

Reformulating Learning Vector Quantization and Radial Basis Neural Networks.

Nicolaos B. Karayiannis

Fundam. Informaticae, 1999

1998

Competitive neural trees for pattern classification.

Sven Behnke, Nicolaos B. Karayiannis

IEEE Trans. Neural Networks, 1998

Detection of Microcalcifications in Digital Mammograms Using Wavelets.

Ted C. Wang, Nicolaos B. Karayiannis

IEEE Trans. Medical Imaging, 1998

Image compression based on fuzzy algorithms for learning vector quantization and wavelet image decomposition.

Nicolaos B. Karayiannis, Pin-I Pai, Nicholas Zervos

IEEE Trans. Image Process., 1998

1997

Quantum neural networks (QNNs): inherently fuzzy feedforward neural networks.

Gopathy Purushothaman, Nicolaos B. Karayiannis

IEEE Trans. Neural Networks, 1997

Growing radial basis neural networks: merging supervised and unsupervised learning with network growth techniques.

Nicolaos B. Karayiannis, Glenn Weiqun Mi

IEEE Trans. Neural Networks, 1997

A methodology for constructing fuzzy algorithms for learning vector quantization.

Nicolaos B. Karayiannis

IEEE Trans. Neural Networks, 1997

An integrated approach to fuzzy learning vector quantization and fuzzy c-means clustering.

Nicolaos B. Karayiannis, James C. Bezdek

IEEE Trans. Fuzzy Syst., 1997

Fuzzy Partition Entropies and Entropy Constrained Fuzzy Clustering Algorithms.

Nicolaos B. Karayiannis

J. Intell. Fuzzy Syst., 1997

Growing radial basis neural networks.

Nicolaos B. Karayiannis, Glenn Weiqun Mi

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Gradient descent learning of radial basis neural networks.

Nicolaos B. Karayiannis

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996

Fuzzy algorithms for learning vector quantization.

Nicolaos B. Karayiannis, Pin-I Pai

IEEE Trans. Neural Networks, 1996

Repairs to GLVQ: a new family of competitive learning schemes.

Nicolaos B. Karayiannis, James C. Bezdek, Nikhil R. Pal, Richard J. Hathaway, Pin-I Pai

IEEE Trans. Neural Networks, 1996

Accelerating the training of feedforward neural networks using generalized Hebbian rules for initializing the internal representations.

Nicolaos B. Karayiannis

IEEE Trans. Neural Networks, 1996

Weighted fuzzy learning vector quantization and weighted fuzzy c-means algorithms.

Nicolaos B. Karayiannis

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

CNeT: competitive neural trees for pattern classification.

Sven Behnke, Nicolaos B. Karayiannis

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

Fuzzy vector quantization algorithms and their application in image compression.

Nicolaos B. Karayiannis, Pin-I Pai

IEEE Trans. Image Process., 1995

1994

Decision making using neural networks.

Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos

Neurocomputing, 1994

1993

Efficient learning algorithms for neural networks (ELEANNE).

Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos

IEEE Trans. Syst. Man Cybern., 1993

Artificial neural networks - learning algorithms, performance evaluation, and applications.

Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos

The Kluwer international series in engineering and computer science 209, Kluwer, ISBN: 978-0-7923-9297-2, 1993

1992

On the performance of single-layered neural networks.

Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos

Biol. Cybern., 1992

1991

Image interpolation based on variational principles.

Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos

Signal Process., 1991

1990

Regularization theory in image restoration-the stabilizing functional approach.

Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos

IEEE Trans. Acoust. Speech Signal Process., 1990

1988

The correlational associative memory realizes Hebbian learning.

Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos

Neural Networks, 1988

1987

Comments on "Two-dimensional interpolation by generalized spline filters based on partial differential equation image models".

Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos

IEEE Trans. Acoust. Speech Signal Process., 1987