Iren Valova

J. Exp. Theor. Artif. Intell., November, 2024

Fuzzy clustering in high-dimensional spaces: Visualization and performance metrics.

[BibT_eX]

[DOI]

Int. J. Knowl. Based Intell. Eng. Syst., 2024

2022

Brain Age Prediction/Classification through Recurrent Deep Learning with Electroencephalogram Recordings of Seizure Subjects.

[BibT_eX]

[DOI]

Kameron Jusseaume

Sensors, 2022

Comparison of 2D Optical Imaging and 3D Microtomography Shape Measurements of a Coastal Bioclastic Calcareous Sand.

[BibT_eX]

[DOI]

J. Imaging, 2022

2021

Honey sources: neural network approach to bee species classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Chest X-Ray Image Preprocessing for Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020

Infinite Lattice Learner: an ensemble for incremental learning.

[BibT_eX]

[DOI]

Soft Comput., 2020

Optimization of Convolutional Neural Networks for Imbalanced Set Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019

Gist: general integrated summarization of text and reviews.

[BibT_eX]

[DOI]

Chad Clough

Soft Comput., 2019

2018

A Graph Based Approach to Sentiment Lexicon Expansion.

[BibT_eX]

[DOI]

Adam Westgate

Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

2017

The effect of human thought on data: an analysis of self-reported data in supervised learning and neural networks.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2017

2016

WSCISOM: wireless sensor data cluster identification through a hybrid SOM/MLP/RBF architecture.

[BibT_eX]

[DOI]

Jacob Olson

Howard Michel

Prog. Artif. Intell., 2016

GORMANN: Gravitationally Organized Related Mapping Artificial Neural Network.

[BibT_eX]

[DOI]

Chris Gorman

Comput. J., 2016

Neural Field: Supervised apportioned incremental learning (SAIL).

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Fuzzyfication of principle component analysis for data dimensionalty reduction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

RADDACL2: a recursive approach to discovering density clusters.

[BibT_eX]

[DOI]

Daniel Avila

Prog. Artif. Intell., 2015

No Neuron Left Behind: A genetic approach to higher precision topological mapping of self-organizing maps.

[BibT_eX]

[DOI]

Chris Gorman

Clint Rogers

Open Comput. Sci., 2015

Decaying Potential Fields Neural Network: An Approach for Parallelizing Topologically Indicative Mapping Exemplars.

[BibT_eX]

[DOI]

Clinton Rogers

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Scrubbing the Web for Association Rules: An Application in Predictive Text.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014

Genetically Supervised Self-Organizing Map for the Classification of Glass Samples.

[BibT_eX]

[DOI]

Richard de Groof

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Evolving Vacation Packages: Genetic Algorithms for Entertainment.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

Part IX: Intelligent and Adaptive Systems Preface.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

Harnessing Mother Nature: Optimizing Genetic Algorithms for Adaptive Systems.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

Optimizations of the Gravitationally Organized Related Mapping ANN through Genetic Algorithms.

[BibT_eX]

[DOI]

Chris Gorman

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

Simulating Influence of Channel Kinetics and Temperature on Hodgkin-Huxley Threshold Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

2013

A Real-Time Self-Adaptive Classifier for Identifying Suspicious Bidders in Online Auctions.

[BibT_eX]

[DOI]

Benjamin J. Ford

Haiping Xu

Comput. J., 2013

Initialization Issues in Self-organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2013 Conference, 2013

Biologically Inspired Olfactory Learning Architecture.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2013 Conference, 2013

2012

Simulating Voltage-Gated Na and K Ion Channel Kinetics Using Hodgkin- Huxley Mode.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

QRS Complex Detector Implementing Orthonormal Functions.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

2011

Simulating the Influence of Ca on the Na Channel Excitability.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Evaluation of classification quality and comparative analysis of clustering and self-organization.

[BibT_eX]

[DOI]

Aaron Larocque

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Feature Selection for Multiclass Problems Based on Information Weights.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

TurSOM: A paradigm bridging Turing's unorganized machines and self-organizing maps demonstrating dual self-organization.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Bridging the fuzzy, neural and evolutionary paradigms for automatic target recognition.

[BibT_eX]

[DOI]

Appl. Intell., 2011

2010

Fractal initialization for high-quality mapping with self-organizing maps.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2010

CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps.

[BibT_eX]

[DOI]

Neurocomputing, 2010

POFGEC: growing neural network of classifying potential function generators.

[BibT_eX]

[DOI]

Int. J. Knowl. Eng. Soft Data Paradigms, 2010

NIPSOM: Parallel Architecture and Implementation of a Growing SOM.

[BibT_eX]

[DOI]

Comput. J., 2010

Identifying Suspicious Bidders Utilizing Hierarchical Clustering and Decision Trees.

[BibT_eX]

Benjamin J. Ford

Haiping Xu

Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

2009

The Use of TurSOM for Color Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2009

TurSOM: A Turing inspired Self-Organizing Map.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Growing mechanisms and cluster identification with TurSOM.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

Identification of Patterns via Region-Growing Parallel SOM Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2007

Modeling of neurotransmitter effects in olfactory bulb.

[BibT_eX]

[DOI]

Oxana Lapteva

Neural Comput. Appl., 2007

Modeling of inhibition/excitation firing in olfactory bulb through spiking neurons.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2007

Introduction: computer graphics.

[BibT_eX]

[DOI]

ACM Crossroads, 2007

Parallel Growing SOM Monitored by Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

RADDACL: A Recursive Algorithm for Clustering and Density Discovery on Non-linearly Separable Data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Learning and data clustering with an RBF-based spiking neuron network.

[BibT_eX]

[DOI]

J. Exp. Theor. Artif. Intell., 2006

A Parallel Implementation of a Growing SOM Promoting Independent Neural Networks over Distributed Input Space.

[BibT_eX]

[DOI]

John Hammond

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

A parallel growing architecture for self-organizing maps with unsupervised learning.

[BibT_eX]

[DOI]

Neurocomputing, 2005

ParaGro: a learning algorithm for growing parallel self-organizing maps with any input/output dimensions.

[BibT_eX]

[DOI]

Matthias Kempka

Int. J. Gen. Syst., 2005

Modeling weakly connected networks of neural oscillators with spiking neurons.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2005

Growing radial basis neural networks with potential function generators.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2005

Parallel algorithm for growing SOM with regions of influence and neuron inertia.

[BibT_eX]

John Hammond

Stephen Fischer

Proceedings of the Third IASTED International Conference on Circuits, 2005

Alzheimer's detection using neural network techniques and enhanced EEG measurements.

[BibT_eX]

Proceedings of the Third IASTED International Conference on Circuits, 2005

2004

An oscillation-driven neural network for the simulation of an olfactory system.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2004

A Spiking Neuron Model of Olfactory Bulb Dynamics.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2004

Coding and Computations with Spiking Neural Networks.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2004

ICA based neural network for image denoising.

[BibT_eX]

Proceedings of the Second IASTED International Conference on Circuits, 2004

2003

Feedforward neural networks with sigmoidal and radial basis functions hidden neurons.

[BibT_eX]

[DOI]

Matthias Kempka

Proceedings of the IEEE International Conference on Systems, 2003

Building RBF Neural Network Topology through Potential Functions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Facial Expression Recognition Using Feedforward Neural Networks.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2003

2002

Oscillatory Responses in Pre-Cortex Model of Olfactory System.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2002

2001

Odor information processing in human-oscillatory model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2001

2000

Hadamard-based image decomposition and compression.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2000

A Neural Network Approach to Geographic Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000

1999

Modeling higher level processing functions inherent to the human brain.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

1997

Neural trees for image segmentation.

[BibT_eX]

[DOI]

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

1996

Parallel Computer Implementation for Feature Extraction via Answer-in-Weights Neural Network.

[BibT_eX]

Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1996

1995

Image Decomposition by Answer-in-Weights Neural Network.

[BibT_eX]

[DOI]

Keisuke Kameyama