Nicolaos B. Karayiannis

76 papers B 6C 1Journal 52Unranked 16
YearRankTypeTitle / Venue / Authors
2010 — conf
The cross-layer adaptation of TCP-Friendly rate control to 3G wireless links.
CSNDSP
Il Mo Jung, Nicolaos B. Karayiannis, Steven Pei, Driss Benhaddou
2006 J jnl
An entropy-constrained algorithm for routing of communication networks.
Comput. Commun.
Nicolaos B. Karayiannis, S. M. Nagabhushan Kaliyur
2006 J jnl
An evaluation of quantum neural networks in the detection of epileptic seizures in the neonatal electroencephalogram.
Soft Comput.
Nicolaos B. Karayiannis, Amit Mukherjee, John R. Glover, James D. Frost Jr., Richard A. Hrachovy, Eli M. Mizrahi
2006 J jnl
An improved procedure for the extraction of temporal motion strength signals from video recordings of neonatal seizures.
Image Vis. Comput.
Nicolaos B. Karayiannis, Guozhi Tao
2006 — conf
Automated recognition of videotaped neonatal seizures using robust motion tracking methods that adjust to illumination and contrast changes.
ISBI
Yaohua Xiong, Nicolaos B. Karayiannis
2006 J jnl
Detection of pseudosinusoidal epileptic seizure segments in the neonatal EEG by cascading a rule-based algorithm with a neural network.
IEEE Trans. Biomed. Eng.
Nicolaos B. Karayiannis, Amit Mukherjee, John R. Glover, Periklis Y. Ktonas, James D. Frost Jr., Richard A. Hrachovy, Eli M. Mizrahi
2006 J jnl
Image codec for efficient embedded bitstream transmission with low decoder complexity.
J. Electronic Imaging
Mandar P. Deolalikar, Nicolaos B. Karayiannis
2006 — conf
Improving TCP-Friendly Rate Control in Wired and Wireless Networks By a Scheme Based on Wireless Signal Strength.
ICNS
Il Mo Jung, Nicolaos B. Karayiannis, Steven Pei
2006 J jnl
Power-conserving routing of ad hoc mobile wireless networks based on entropy-constrained algorithms.
Ad Hoc Networks
Nicolaos B. Karayiannis, Sreekanth Nadella
2006 J jnl
Training Reformulated Radial Basis Function Neural Networks Capable of Identifying Uncertainty in Data Classification.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis, Yaohua Xiong
2005 J jnl
A new approach for neural control of nonlinear discrete dynamic systems.
Inf. Sci.
Jose I. Canelon, Leang-San Shieh, Nicolaos B. Karayiannis
2005 J jnl
Automated extraction of temporal motor activity signals from video recordings of neonatal seizures based on adaptive block matching.
IEEE Trans. Biomed. Eng.
Nicolaos B. Karayiannis, Abdul Sami, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi
2005 J jnl
Directly estimated adaptive detectors for code-division multiple-access signals.
IEEE Trans. Commun.
Nicolaos B. Karayiannis, Jackrit Chookiarti
2005 J jnl
Feedforward neural network models for handling class overlap and class imbalance.
Int. J. Neural Syst.
Ralf Kretzschmar, Nicolaos B. Karayiannis, Fritz Eggimann
2005 J jnl
Improving the accuracy and reliability of motion tracking methods used for extracting temporal motor activity signals from video recordings of neonatal seizures.
IEEE Trans. Biomed. Eng.
Nicolaos B. Karayiannis, Yaohua Xiong, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi
2005 J jnl
Quantifying motion in video recordings of neonatal seizures by regularized optical flow methods.
IEEE Trans. Image Process.
Nicolaos B. Karayiannis, B. Varughese, Guozhi Tao, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi
2005 J jnl
Quantifying motion in video recordings of neonatal seizures by robust motion trackers based on block motion models.
IEEE Trans. Biomed. Eng.
Nicolaos B. Karayiannis, Yaohua Xiong, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi
2005 J jnl
Short-term electric power load forecasting based on cosine radial basis function neural networks: An experimental evaluation.
Int. J. Intell. Syst.
Nicolaos B. Karayiannis, Mahesh Balasubramanian, Heidar A. Malki
2005 J jnl
Soft learning vector quantization and clustering algorithms based on non-Euclidean norms: single-norm algorithms.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis, Mary M. Randolph-Gips
2005 C conf
Training Reformulated Radial Basis Function Neural Networks Capable of Identifying Uncertainty in the Recognition of Videotaped Neonatal Seizures.
CIBCB
Nicolaos B. Karayiannis, Yaohua Xiong
2004 — conf
Automated Tracking of Multiple Body Parts in Video Recordings of Neonatal Seizures.
ISBI
Abdul Sami, Nicolaos B. Karayiannis, James D. Frost Jr., Merrill S. Wise, Eli M. Mizrahi
2004 J jnl
Indirectly estimated adaptive detectors for code-division multiple-access signals.
IEEE Trans. Signal Process.
Nicolaos B. Karayiannis, Jackrit Chookiarti
2004 J jnl
Short-term electric power load forecasting using feedforward neural networks.
Expert Syst. J. Knowl. Eng.
Heidar A. Malki, Nicolaos B. Karayiannis, Mahesh Balasubramanian
2003 B conf
Application of Adaptive Block Matching in the Extraction of Temporal Motor Activity Signals from Video Recordings of Neonatal Seizures.
AVSS
Nicolaos B. Karayiannis, Abdul Sami
2003 B conf
Cosine radial basis function neural networks.
IJCNN
Mary M. Randolph-Gips, Nicolaos B. Karayiannis
2003 B conf
Evaluation of cosine radial basis function neural networks on electric power load forecasting.
IJCNN
Nicolaos B. Karayiannis, Mahesh Balasubramanian, Heidar A. Malki
2003 B conf
Evaluation of neural and entropy-constrained routing of communication networks.
IJCNN
Nicolaos B. Karayiannis, S. M. Nagabhushan Kaliyur, Heidar A. Malki
2003 B conf
Handling class overlap with variance-controlled neural networks.
IJCNN
Ralf Kretzschmar, Nicolaos B. Karayiannis, Fritz Eggimann
2003 B conf
Improving the Extraction of Temporal Motion Strength Signals from Video Recordings of Neonatal Seizures.
AVSS
Nicolaos B. Karayiannis, Guozhi Tao
2003 J jnl
Non-Euclidean c-means clustering algorithms.
Intell. Data Anal.
Nicolaos B. Karayiannis, Mary M. Randolph-Gips
2003 J jnl
On the construction and training of reformulated radial basis function neural networks.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis, Mary M. Randolph-Gips
2003 J jnl
Reformulated radial basis function neural networks with adjustable weighted norms.
Int. J. Intell. Syst.
Mary M. Randolph-Gips, Nicolaos B. Karayiannis
2003 J jnl
Removal of bird-contaminated wind profiler data based on neural networks.
Pattern Recognit.
Ralf Kretzschmar, Nicolaos B. Karayiannis, Hans Richner
2003 J jnl
Soft learning vector quantization and clustering algorithms based on non-Euclidean norms: multinorm algorithms.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis, Mary M. Randolph-Gips
2002 — conf
Advancing videometry through applications: quantification of neonatal seizures from video recordings.
DSP
Nicolaos B. Karayiannis
2002 — conf
Directly estimated multiuser detectors for code-division multiple-access signals and their adaptive implementation.
DSP
Nicolaos B. Karayiannis, Jackrit Chookiarti
2002 — conf
Indirectly estimated multiuser detectors for code-division multiple-access signals and their adaptive implementation.
DSP
Nicolaos B. Karayiannis, Jackrit Chookiarti
2001 J jnl
A replenishment technique for low bit-rate video compression based on wavelets and vector quantization.
IEEE Trans. Circuits Syst. Video Technol.
Nicolaos B. Karayiannis, Yiding Li
2001 J jnl
Extraction of Motion Strength and Motor Activity Signals from Video Recordings of Neonatal Seizures.
IEEE Trans. Medical Imaging
Nicolaos B. Karayiannis, Seshadri Srinivasan, Rishi Bhattacharya, Merrill S. Wise, James D. Frost Jr., Eli M. Mizrahi
2000 — conf
A Comparison of Feature Sets and Neural Network Classifiers on a Bird Removal Approach for Wind Profiler Data.
IJCNN (2)
Ralf Kretzschmar, Hans Richner, Nicolaos B. Karayiannis
2000 J jnl
Entropy-constrained learning vector quantization algorithms and their application in image compression.
J. Electronic Imaging
Nicolaos B. Karayiannis, Nicholas Zervos
2000 J jnl
Generalized fuzzy c-means algorithms.
J. Intell. Fuzzy Syst.
Nicolaos B. Karayiannis
2000 — conf
NEURO-BRA: A Bird Removal Approach for Wind Profiler Data Based on Quantum Neural Networks.
IJCNN (4)
Ralf Kretzschmar, Hans Richner, Nicolaos B. Karayiannis
2000 — conf
New Developments in the Theory and Training of Reformulated Radial Basis Neural Networks.
IJCNN (3)
Nicolaos B. Karayiannis
2000 — conf
Reformulated Radial Basis Neural Networks with Adjustable Weighted Norms.
IJCNN (3)
Nicolaos B. Karayiannis, Mary M. Randolph-Gips
2000 J jnl
Soft learning vector quantization and clustering algorithms based on ordered weighted aggregation operators.
IEEE Trans. Neural Networks Learn. Syst.
Nicolaos B. Karayiannis
2000 J jnl
Split and merge codebook design algorithms for image compression.
J. Electronic Imaging
Nicolaos B. Karayiannis, Zhiying Liu
1999 J jnl
An axiomatic approach to soft learning vector quantization and clustering.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis
1999 J jnl
Reformulated radial basis neural networks trained by gradient descent.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis
1999 J jnl
Reformulating Learning Vector Quantization and Radial Basis Neural Networks.
Fundam. Informaticae
Nicolaos B. Karayiannis
1999 J jnl
Segmentation of Magnetic Resonance Images Using Fuzzy Algorithms for Learning Vector Quantization.
IEEE Trans. Medical Imaging
Nicolaos B. Karayiannis, Pin-I Pai
1998 J jnl
Competitive neural trees for pattern classification.
IEEE Trans. Neural Networks
Sven Behnke, Nicolaos B. Karayiannis
1998 J jnl
Detection of Microcalcifications in Digital Mammograms Using Wavelets.
IEEE Trans. Medical Imaging
Ted C. Wang, Nicolaos B. Karayiannis
1998 J jnl
Image compression based on fuzzy algorithms for learning vector quantization and wavelet image decomposition.
IEEE Trans. Image Process.
Nicolaos B. Karayiannis, Pin-I Pai, Nicholas Zervos
1997 J jnl
A methodology for constructing fuzzy algorithms for learning vector quantization.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis
1997 J jnl
An integrated approach to fuzzy learning vector quantization and fuzzy c-means clustering.
IEEE Trans. Fuzzy Syst.
Nicolaos B. Karayiannis, James C. Bezdek
1997 J jnl
Fuzzy Partition Entropies and Entropy Constrained Fuzzy Clustering Algorithms.
J. Intell. Fuzzy Syst.
Nicolaos B. Karayiannis
1997 — conf
Gradient descent learning of radial basis neural networks.
ICNN
Nicolaos B. Karayiannis
1997 — conf
Growing radial basis neural networks.
ICNN
Nicolaos B. Karayiannis, Glenn Weiqun Mi
1997 J jnl
Growing radial basis neural networks: merging supervised and unsupervised learning with network growth techniques.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis, Glenn Weiqun Mi
1997 J jnl
Quantum neural networks (QNNs): inherently fuzzy feedforward neural networks.
IEEE Trans. Neural Networks
Gopathy Purushothaman, Nicolaos B. Karayiannis
1996 J jnl
Accelerating the training of feedforward neural networks using generalized Hebbian rules for initializing the internal representations.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis
1996 — conf
CNeT: competitive neural trees for pattern classification.
ICNN
Sven Behnke, Nicolaos B. Karayiannis
1996 J jnl
Fuzzy algorithms for learning vector quantization.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis, Pin-I Pai
1996 — conf
Quantum neural networks (QNNs): inherently fuzzy feedforward neural networks.
ICNN
Gopathy Purushothaman, Nicolaos B. Karayiannis
1996 J jnl
Repairs to GLVQ: a new family of competitive learning schemes.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis, James C. Bezdek, Nikhil R. Pal, Richard J. Hathaway, Pin-I Pai
1996 — conf
Weighted fuzzy learning vector quantization and weighted fuzzy c-means algorithms.
ICNN
Nicolaos B. Karayiannis
1995 J jnl
Fuzzy vector quantization algorithms and their application in image compression.
IEEE Trans. Image Process.
Nicolaos B. Karayiannis, Pin-I Pai
1994 J jnl
Decision making using neural networks.
Neurocomputing
Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos
1993 — book
Artificial neural networks - learning algorithms, performance evaluation, and applications.
Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos
1993 J jnl
Efficient learning algorithms for neural networks (ELEANNE).
IEEE Trans. Syst. Man Cybern.
Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos
1992 J jnl
On the performance of single-layered neural networks.
Biol. Cybern.
Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos
1991 J jnl
Image interpolation based on variational principles.
Signal Process.
Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos
1990 J jnl
Regularization theory in image restoration-the stabilizing functional approach.
IEEE Trans. Acoust. Speech Signal Process.
Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos
1988 J jnl
The correlational associative memory realizes Hebbian learning.
Neural Networks
Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos
1987 J jnl
Comments on "Two-dimensional interpolation by generalized spline filters based on partial differential equation image models".
IEEE Trans. Acoust. Speech Signal Process.
Nicolaos B. Karayiannis, Anastasios N. Venetsanopoulos