Babak Nadjar Araabi

According to our database1, Babak Nadjar Araabi authored at least 149 papers between 1999 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Partial identification and control of MIMO systems via switching linear reduced-order models under weak stimulations.
Evolving Systems, 2019

Multi-representational learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs.
Expert Syst. Appl., 2019

Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression Problems.
CoRR, 2019

Active Transfer Learning for Persian Offline Signature Verification.
CoRR, 2019

Learning Representations from Persian Handwriting for Offline Signature Verification, a Deep Transfer Learning Approach.
CoRR, 2019

Quantitative determination of concordance in localizing epileptic focus by component-based EEG-fMRI.
Computer Methods and Programs in Biomedicine, 2019

Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
A time local subset feature selection for prediction of sudden cardiac death from ECG signal.
Med. Biol. Engineering and Computing, 2018

How to decide when the sources of evidence are unreliable: A multi-criteria discounting approach in the Dempster-Shafer theory.
Inf. Sci., 2018

Combination of learning from non-optimal demonstrations and feedbacks using inverse reinforcement learning and Bayesian policy improvement.
Expert Syst. Appl., 2018

Identification and Control of MIMO Linear Systems under Sufficient and Insufficient Excitation.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
A Fast, Robust, and Incremental Model for Learning High-Level Concepts From Human Motions by Imitation.
IEEE Trans. Robotics, 2017

UTSig: A Persian offline signature dataset.
IET Biometrics, 2017

Incremental learning of high-level concepts by imitation.
CoRR, 2017

Autism Screening Using an Intelligent Toy Car.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Attention Modulation Effects on Visual Feature-selectivity of Neurons in Brain-inspired Categorization Models.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016
Online Local Input Selection Through Evolving Heterogeneous Fuzzy Inference System.
IEEE Trans. Fuzzy Systems, 2016

Deep Multitask Metric Learning for Offline Signature Verification.
Pattern Recognition Letters, 2016

Improved Bayesian information criterion for mixture model selection.
Pattern Recognition Letters, 2016

Competitive interaction reasoning: A bio-inspired reasoning method for fuzzy rule based classification systems.
Inf. Sci., 2016

Information-Based Evaluation of Approximation Methods in Dempster-Shafer Theory.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2016

A self tuning regulator design for nonlinear time varying systems based on evolving linear models.
Evolving Systems, 2016

The Ibn Darraj Project: SpatioTemporal Reasoning Engine Based on Evidence Combination.
Proceedings of the Digital Humanities 2016, 2016

Fusing Iris, Palmprint and Fingerprint in a Multi-biometric Recognition System.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016

Order determination and robust adaptive control of unknown deterministic input-affine systems: An operational controller.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Toward automatic development of handwritten personal Farsi/Arabic OpenType® fonts.
IJDAR, 2015

A Computational Approach towards Visual Object Recognition at Taxonomic Levels of Concepts.
Comp. Int. and Neurosc., 2015

Generating flexible convex hyper-polygon validity regions via sigmoid-based membership functions in TS modeling.
Appl. Soft Comput., 2015

Context Transfer and Q-Transferable Tasks.
Proceedings of the Knowledge, 2015

2014
Learning by abstraction: Hierarchical classification model using evidential theoretic approach and Bayesian ensemble model.
Neurocomputing, 2014

Bandit-based local feature subset selection.
Neurocomputing, 2014

A fast and accurate contour-based method for writer-dependent offline handwritten Farsi/Arabic subwords recognition.
IJDAR, 2014

Context Transfer in Reinforcement Learning Using Action-Value Functions.
Comp. Int. and Neurosc., 2014

2013
Conceptual Imitation Learning Based on Perceptual and Functional Characteristics of Action.
IEEE Trans. Autonomous Mental Development, 2013

Information-based dissimilarity assessment in Dempster-Shafer theory.
Knowl.-Based Syst., 2013

A neuro-fuzzy immune inspired classifier for task-oriented texts.
Journal of Intelligent and Fuzzy Systems, 2013

Online extraction of main linear trends for nonlinear time-varying processes.
Inf. Sci., 2013

Evolving Takagi-Sugeno fuzzy model based on switching to neighboring models.
Appl. Soft Comput., 2013

Defect detection and width estimation in natural gas pipelines using MFL signals.
Proceedings of the 9th Asian Control Conference, 2013

2012
Conceptual Imitation Learning in a Human-Robot Interaction Paradigm.
ACM TIST, 2012

Interactive Learning in Continuous Multimodal Space: A Bayesian Approach to Action-Based Soft Partitioning and Learning.
IEEE Trans. Autonomous Mental Development, 2012

Design, implementation and analysis of an alternation-based Central Pattern Generator for multidimensional trajectory generation.
Robotics and Autonomous Systems, 2012

Fast evolving neuro-fuzzy model and its application in online classification and time series prediction.
Pattern Anal. Appl., 2012

METAL: A framework for mixture-of-experts task and attention learning.
Journal of Intelligent and Fuzzy Systems, 2012

Computational model of excitatory/inhibitory ratio imbalance role in attention deficit disorders.
Journal of Computational Neuroscience, 2012

Introducing evolving Takagi-Sugeno method based on local least squares support vector machine models.
Evolving Systems, 2012

A new systematic design for Habitually Linear Evolving TS Fuzzy Model.
Expert Syst. Appl., 2012

Adaptive prediction of epileptic seizures from intracranial recordings.
Biomed. Signal Proc. and Control, 2012

A real-time velocity estimation using motion blur in air hockey.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Face recognition with manifold-based kernel discriminant analysis.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Embedding Relevance Vector Machine in Fuzzy Inference System for Energy Consumption Forecasting.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

A Dynamic Bio-inspired Model of Categorization.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Learning Attentive Fusion of Multiple Bayesian Network Classifiers.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Bandit-Based Structure Learning for Bayesian Network Classifiers.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Traffic speed prediction using mutual information.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

Takagi-Sugeno control of the elevation channel of a twin-rotor system using closed-loop empirical data.
Proceedings of the American Control Conference, 2012

2011
Learning Active Fusion of Multiple Experts' Decisions: An Attention-Based Approach.
Neural Computation, 2011

Attention control with reinforcement learning for face recognition under partial occlusion.
Mach. Vis. Appl., 2011

Cost-sensitive learning of top-down modulation for attentional control.
Mach. Vis. Appl., 2011

Information Theoretic Hierarchical Clustering.
Entropy, 2011

A protein fold classifier formed by fusing different modes of pseudo amino acid composition via PSSM.
Computational Biology and Chemistry, 2011

Reducing the number of local linear models in neuro-fuzzy modeling: A split-and-merge clustering approach.
Appl. Soft Comput., 2011

Fast outcome prediction based on slow cause estimation: A human inspired approach in air hockey game.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Extracting salient lines by Visual Attention for omnidirectional image classification.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Multimedia, 2011

2010
Pigment Melanin: Pattern for Iris Recognition.
IEEE Trans. Instrumentation and Measurement, 2010

Comments on "Controller Synthesis of Fuzzy-Dynamic Systems Based on Piecewise Lyapunov Functions".
IEEE Trans. Fuzzy Systems, 2010

Interaction of Culture-Based Learning and Cooperative Co-Evolution and its Application to Automatic Behavior-Based System Design.
IEEE Trans. Evolutionary Computation, 2010

Conceptual Imitation Learning: An Application to Human-robot Interaction.
Proceedings of the 2nd Asian Conference on Machine Learning, 2010

Online learning of task-driven object-based visual attention control.
Image Vision Comput., 2010

Recursive Gath-Geva clustering as a basis for evolving neuro-fuzzy modeling.
Evolving Systems, 2010

An online predictor model as adaptive habitually linear and transiently nonlinear model.
Evolving Systems, 2010

Introducing adaptive neurofuzzy modeling with online learning method for prediction of time-varying solar and geomagnetic activity indices.
Expert Syst. Appl., 2010

Robust Iris Verification Based on Local and Global Variations.
EURASIP J. Adv. Sig. Proc., 2010

Features analysis for identification of date and party hubs in protein interaction network of Saccharomyces Cerevisiae.
BMC Systems Biology, 2010

A Visual Attention Model for Omnidirectional Images.
Austr. J. Intelligent Information Processing Systems, 2010

Simultaneous learning of spatial visual attention and physical actions.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Directed Random Subspace Method for Face Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Fuzzy descriptor systems and spectral analysis for chaotic time series prediction.
Neural Computing and Applications, 2009

Optimal Local Basis: A Reinforcement Learning Approach for Face Recognition.
International Journal of Computer Vision, 2009

Fast Hand gesture recognition based on saliency maps: An application to interactive robotic marionette playing.
Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication, 2009

An imitation model based on Central Pattern Generator with application in robotic marionette behavior learning.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Learning sequential visual attention control through dynamic state space discretization.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Noisy Iris Verification: A Modified Version of Local Intensity Variation Method.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Online identification of a neuro-fuzzy model through indirect fuzzy clustering of data space.
Proceedings of the FUZZ-IEEE 2009, 2009

Speeding up top-down attention control learning by using full observation knowledge.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

2008
Comparing Learning Attention Control in Perceptual and Decision Space.
Proceedings of the Attention in Cognitive Systems, 2008

Approximation of a map and its derivatives with an RBF Network using input-output clustering.
Proceedings of the International Joint Conference on Neural Networks, 2008

Using Neurofuzzy Models and Spectral Analysis for Prediction of the Exotic Phenomena with Catastrophic Jumps.
Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008

Fuzzy modelling of nonlinear systems for stability analysis based on piecewise quadratic Lyapunov functions.
Proceedings of the FUZZ-IEEE 2008, 2008

Optimal fuzzy passing strategy for robot soccer players.
Proceedings of the FUZZ-IEEE 2008, 2008

An intelligent decision combiner applied to noncooperative iris recognition.
Proceedings of the 11th International Conference on Information Fusion, 2008

Feature fusion as a practical solution toward noncooperative iris recognition.
Proceedings of the 11th International Conference on Information Fusion, 2008

2007
A Study on Expertise of Agents and Its Effects on Cooperative Q-Learning.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007

Knowledge-Based Multiagent Credit Assignment: A Study on Task Type and Critic Information.
IEEE Systems Journal, 2007

Extracting the main patterns of natural time series for long-term neurofuzzy prediction.
Neural Computing and Applications, 2007

A cooperative learning approach to Mixed Performance Controller design: a behavioural viewpoint.
IJISTA, 2007

Brain emotional learning based intelligent controller applied to neurofuzzy model of micro-heat exchanger.
Expert Syst. Appl., 2007

Iris Recognition for Partially Occluded Images: Methodology and Sensitivity Analysis.
EURASIP J. Adv. Sig. Proc., 2007

A Biologically Inspired Method for Conceptual Imitation Using Reinforcement Learning.
Applied Artificial Intelligence, 2007

Fuzzy-model-based exponentially stabilizing perturbed nonlinear systems in the presence of modeling error.
Proceedings of the IEEE International Conference on Systems, 2007

A hybrid model for face recognition using facial components.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Forecasting Solar Activity Using Co-evolution of Models and Tests.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

A New Split and Merge Algorithm for Structure Identification in Takagi-Sugeno Fuzzy Model.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

A Modified LOLIMOT Algorithm for Nonlinear Estimation Fusion.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

A Hierarchical Clustering Based on Mutual Information Maximization.
Proceedings of the International Conference on Image Processing, 2007

Shape Analysis of Stroma for Iris Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2007

Modified LOLIMOT algorithm for nonlinear centralized Kalman filtering fusion.
Proceedings of the 10th International Conference on Information Fusion, 2007

A Hierarchical Face Identification System Based on Facial Components.
Proceedings of the 2007 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2007), 2007

2006
Predicting Chaotic Time Series Using Neural and Neurofuzzy Models: A Comparative Study.
Neural Processing Letters, 2006

Swarm contours: A fast self-organization approach for snake initialization.
Complexity, 2006

Particle Swarm Extension to LOLIMOT.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Neural network stream processing core (NnSP) for embedded systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Knowledge-based Extraction of Area of Expertise for Cooperation in Learning.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Learning to Coordinate Behaviors in Soft Behavior-Based Systems Using Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2006

A Novel Approach to Automatic Music Composing: Using Genetic Algorithm.
Proceedings of the 2006 International Computer Music Conference, 2006

Finding the Number of Clusters in a Dataset Using an Information Theoretic Hierarchical Algorithm.
Proceedings of the 13th IEEE International Conference on Electronics, 2006

Multiscale Face Detection: A New Approach to Robust Face Detection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Adaptive Data Fusion Structure.
Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006

Hybrid Behavior Co-evolution and Structure Learning in Behavior-based Systems.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
The Schur stability via the Hurwitz stability analysis using a biquadratic transformation.
Automatica, 2005

Knowledge-based segmentation: Using simultaneous shape and histogram information to segment brain structures.
Proceedings of the Signal and Image Processing (SIP 2005), 2005

New information-based clustering method using renyi's entropy and fuzzy c-means clustering.
Proceedings of the Signal and Image Processing (SIP 2005), 2005

A Half-Eye Wavelet Based Method for Iris Recognition.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

Concept Oriented Imitation Towards Verbal Human-Robot Interaction.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Hierarchical Image Segmentation Using Ant Colony and Chemical Computing Approach.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

On Stability Analysis of Behavioural Mixed Performance Controllers.
Proceedings of the 2005 International Conference on Artificial Intelligence, 2005

A Cooperative Learning Approach to Qualitative Mixed Performance Controllers.
Proceedings of the 2005 International Conference on Artificial Intelligence, 2005

An evolutionary fuzzy modeling approach for ANFIS architecture.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Successful cooperation between heterogeneous fuzzy Q-learning agents.
Proceedings of the IEEE International Conference on Systems, 2004

Fast initialization of active contours.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Behavior hierarchy learning in a behavior-based system using reinforcement learning.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Distributed form closure for convex planar objects through reinforcement learning with local information.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Application of Predictive Control Algorithm to Congestion Control in Differentiated Service Networks.
Proceedings of the Telecommunications and Networking, 2004

A SVM-based method for face recognition using a wavelet PCA representation of faces.
Proceedings of the 2004 International Conference on Image Processing, 2004

Face recognition using reinforcement learning.
Proceedings of the 2004 International Conference on Image Processing, 2004

Application of Rough Sets Techniques to Induction Machine Broken Bar Detection.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
Enhancing the Performance of Neurofuzzy Predictors by Emotional Learning Algorith.
Informatica (Slovenia), 2003

Enhancements in the Prediction of Solar Activity by Locally Linear Model Tree.
Proceedings of the 22nd IASTED International Conference on Modelling, 2003

Neuro predictive control of a heat exchanger: comparison with generalized predictive control.
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003

Impulse noise removal based on long-range correlation in an image.
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003

Iterative median filtering for restoration of images with impulsive noise.
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003

A Fault Tolerant Multi-Agent System with Non-Deterministic Decision-Making for Task Allocation.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, June 23, 2003

2002
Locating an Affine/Projective Invariant Identifier Patch on an Image.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

An Application of Plausible Reasoning and Dempster-Shafer Theory of Evidence in Information Retrieval.
Proceedings of the FSDK'02, 2002

2001
Restrictions imposed by the fuzzy extension of relations and functions.
Journal of Intelligent and Fuzzy Systems, 2001

Classification of Simulated Elastograms Based on Texture Features.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

Evaluation of Invariant Models for Dolphin Photo-Identification.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

2000
Hough Array Processing via Fast Multi-Scale Clustering.
Real-Time Imaging, 2000

1999
Generalization of the Dempster-Shafer theory: a fuzzy-valued measure.
IEEE Trans. Fuzzy Systems, 1999


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