Vassilis P. Plagianakos
Professor
Conference Paper
Publication Types:
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Unsupervised Clustering and Multi-Optima Evolutionary Search
Conference Paper
In: Proceedings of the IEEE World Congress on Computational Intelligence (WCCI 2014), Beijing, China, (2014).
Publication year: 2014
Pose Recognition in Indoor Environments using a Fisheye Camera and a Parametric Human Model
Conference Paper
In: Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP 2014), Lisbon, Portugal, (2014).
Publication year: 2014
Fish-Eye Camera Video Processing and Trajectory Estimation Using 3D Human Models
Conference Paper
In: Proceedings of the International Conference on Artificial Intelligence Applications and Innovations (AIAI 2014), 385-394, Rhodes, Greece, (2014).
Publication year: 2014
Calculation of Complex Zernike Moments with Geodesic Correction for Pose Recognition in Omni-directional Images
Conference Paper
In: Proceedings of the International Conference on Artificial Intelligence Applications and Innovations (AIAI 2014), 375-384, Rhodes, Greece, (2014).
Publication year: 2014
Real Time Indoor Robot Localization using RGB Video from a Stationary Fisheye Camera
Conference Paper
In: Proceedings of the International Conference on Artificial Intelligence Applications and Innovations (AIAI 2013), 245-254, (2013).
Publication year: 2013
Multi-Optima Search Using Differential Evolution and Unsupervised Clustering
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2013), Cancun, Mexico, (2013).
Publication year: 2013
Human segmentation and pose recognition in fish-eye video for assistive environments
Conference Paper
In: Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2013), Chania, Crete, (2013).
Publication year: 2013
Fisheye Camera Modeling for Human Segmentation Refinement in Indoor Videos
Conference Paper
In: Proceedings of the 6th ACM International Conference on Pervasive Technologies Related to Assistive Environments (PETRA 2013), Rhodes, Greece, (2013).
Publication year: 2013
Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images
Conference Paper
In: Proceedings of the 14th International Conference on Engineering Applications of Neural Networks (EANN2013), Halkidiki, Greece, (2013).
Publication year: 2013
Unsupervised Detection of Fibrosis in Microscopy Images Using Fractals and Fuzzy c-Means Clustering
Conference Paper
In: Proceedings of the International Conference on Artificial Intelligence Applications and Innovations (AIAI 2012), 385-394, (2012).
Publication year: 2012
Tracking Particle Swarm Optimizers: An adaptive approach through multinomial distribution tracking with exponential forgetting
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, (2012).
Publication year: 2012
Tracking Differential Evolution Algorithms: An adaptive approach through multinomial distribution tracking with exponential forgetting
Conference Paper
In: Proceedings of the 7th Hellenic Conference on Artificial Intelligence (SETN 2012), Lamia, Greece, (2012).
Publication year: 2012
Multimodal Optimization Using Niching Differential Evolution with Index-based Neighborhoods
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation, 2012. CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, (2012).
Publication year: 2012
Density Based Projection Pursuit Clustering
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation, 2012. CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, (2012).
Publication year: 2012
Clustering of High Dimensional Data Streams
Conference Paper
In: Proceedings of the 7th Hellenic Conference on Artificial Intelligence (SETN 2012), Lamia, Greece, (2012).
Publication year: 2012
Statistical Data Mining of Streaming Motion Data for Fall Detection in Assistive Environments
Conference Paper
In: Proceedings of the 33rd IEEE International Conference of the Engineering in Medicine and Biology Society (EMBC 2011), Boston, USA, (2011).
Publication year: 2011
Independent Component Divisive Clustering of Gene Expression Data
Conference Paper
In: Proceedings of the Seventh International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB 2011), Gargnano, Lake Garda, Italy, (2011).
Publication year: 2011
Independent Component Clustering for Skin Lesions Characterization
Conference Paper
In: Proceedings of the 12th EANN / 7th AIAI Joint Conferences on Engineering Applications of Neural Networks / Artificial Intelligence Applications and Innovations, Corfu, Greece, (2011).
Publication year: 2011
Finding Multiple Global Optima Exploiting Differential Evolution's Niching Capability
Conference Paper
In: Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI 2011), Paris, France, (2011).
Publication year: 2011
Enabling Constant Monitoring of Chronic Patient Using Android Smart Phones
Conference Paper
In: Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2011), Crete, Greece, (2011).
Publication year: 2011
Skin Lesions Characterisation Utilising Clustering Algorithms
Conference Paper
In: Proceedings of the 6th Hellenic Conference on Artificial Intelligence (SETN 2010), Athens, Greece, (2010).
Publication year: 2010
Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution
Conference Paper
In: Proceedings of the IEEE World Congress on Computational Intelligence (WCCI 2010), Barcelona, Spain, (2010).
Publication year: 2010
Evolutionary Principal Direction Divisive Partitioning
Conference Paper
In: Proceedings of the IEEE World Congress on Computational Intelligence (WCCI 2010), Barcelona, Spain, (2010).
Publication year: 2010
Classification of Dermatological Images Using Advanced Clustering Techniques
Conference Paper
In: Proceedings of the 32nd IEEE International Conference of the Engineering in Medicine and Biology Society (EMBC 2010), Buenos Aires, Argentina, (2010).
Publication year: 2010
Classification of Apoptosis Using Advanced Clustering Techniques on Digital Microscopic Images
Conference Paper
In: Proceedings of the 32nd IEEE International Conference of the Engineering in Medicine and Biology Society (EMBC 2010), Buenos Aires, Argentina, (2010).
Publication year: 2010
Projection Based Clustering of Gene Expression Data
Conference Paper
In: Proceedings of the Sixth International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB 2009), Genova, Italy, (2009).
Publication year: 2009
Evolutionary Adaptation of the Differential Evolution Control Parameters
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2009), Trondheim, Norway, (2009).
Publication year: 2009
Non-Monotone Differential Evolution
Conference Paper
In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, (2008).
Publication year: 2008
Interpreting Shewhart Type Control Chart Signals Using Pattern Based Rules and Artificial Intelligence Techniques
Conference Paper
In: Proceedings of the European Network for Business and Industrial Statistics 2008, Athens, (2008).
Publication year: 2008
Balancing the exploration and exploitation capabilities of the Differential Evolution Algorithm
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2008), Hong Kong, (2008).
Publication year: 2008
Computational Intelligence Algorithms For Risk-Adjusted Trading Strategies
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, (2007).
Publication year: 2007
Human Designed Vs. Genetically Programmed Differential Evolution Operators
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2006), 1880-1886, Vancouver, Canada, (2006).
Publication year: 2006
Higher-Order Neural Networks Training Using Differential Evolution
Conference Paper
In: Proceedings of the International Conference of Numerical Analysis and Applied Mathematics, Hersonissos, Crete, Greece, (2006).
Publication year: 2006
Hardware-Friendly Higher-Order Neural Network Training Using Distributed Differential Evolution
Conference Paper
In: Proceedings of the International Conference of Computational Methods in Sciences and Engineering, (2006).
Publication year: 2006
Differential Evolution Algorithms for Finding Predictive Gene Subsets in Microarray Data
Conference Paper
In: Proceedings of the 3rd IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI 2006), Athens, Greece, (2006).
Publication year: 2006
Spiking Neural Network Training Using Evolutionary Algorithms
Conference Paper
In: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2005), Montreal, Canada, (2005).
Publication year: 2005
Recent Computational Intelligence Techniques for Gene Expression Data Classification
Conference Paper
In: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2005), Montreal, Canada, (2005).
Publication year: 2005
Hybrid dimension reduction approach for gene expression data classification
Conference Paper
In: Proceedings of the IEEE International Joint Conference on Neural Networks 2005, Post-Conference Workshop on Computational Intelligence Approaches for the Analysis of Bioinformatics Data, Montreal, Canada, (2005).
Publication year: 2005
Computational intelligence methods for financial forecasting
Conference Paper
In: Proceedings of the IEEE International Conference of Computational Methods in Sciences and Engineering (ICCMSE2005), (2005).
Publication year: 2005
Clustering in Evolutionary Algorithms to Efficiently Compute Simultaneously Local and Global Minima
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2005), Edinburgh, UK, (2005).
Publication year: 2005
Vector Evaluated Differential Evolution for Multiobjective Optimization
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Oregon, (2004).
Publication year: 2004
Unsupervised Clustering of Bioinformatics Data
Conference Paper
European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems (Eunite 2004), Germany, 47-53, (2004).
Publication year: 2004
Unsupervised cluster analysis in bioinformatics
Conference Paper
In: Proceedings of the Fourth European Symposium on Biomedical Engineering, (2004).
Publication year: 2004
Tumor detection in colonoscopy using the unsupervised k-windows clustering algorithm and neural networks
Conference Paper
In: Proceedings of the Fourth European Symposium on Biomedical Engineering, (2004).
Publication year: 2004
Parallel Differential Evolution
Conference Paper
In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Portland, Oregon, (2004).
Publication year: 2004
Tumor detection in colonoscopic images using hybrid methods for on-line neural network training
Conference Paper
In: Proceedings of the Neural Networks and Expert Systems in Medicine and HealthCare, Milos Island, Greece, (2001).
Publication year: 2001
Training Multilayer Networks with Discrete Activation Functions
Conference Paper
In: Proceedings of the INNS-IEEE International Joint Conference on Neural Networks (IJCNN’2001), Washington D.C., U.S.A., (2001).
Publication year: 2001
Stretching technique for obtaining global minimizers through Particle Swarm Optimization
Conference Paper
In: Proceedings of the Particle Swarm Optimization Workshop, 22-29, Indianapolis, U.S.A., (2001).
Publication year: 2001
PVM-based Training of Large Neural Architectures
Conference Paper
In: Proceedings of the INNS-IEEE International Joint Conference on Neural Networks (IJCNN’2001), Washington D.C., U.S.A., (2001).
Publication year: 2001
Improved Neural Network-based Interpretation of Colonoscopy Images Through On-line Learning and Evolution
Conference Paper
In: Proceedings of EUNITE 2001 Conference, Tenerife, Spain, (2001).
Publication year: 2001
Hybrid Methods Using Evolutionary Algorithms for On-line Training
Conference Paper
In: Proceedings of the INNS-IEEE International Joint Conference on Neural Networks (IJCNN’2001), Washington D.C., U.S.A., (2001).
Publication year: 2001
Chaotic analysis of seismic time series and short term forecasting using neural networks
Conference Paper
In: Proceedings of the INNS-IEEE International Joint Conference on Neural Networks (IJCNN’2001), Washington D.C., U.S.A., (2001).
Publication year: 2001
An Evolutionary Algorithm for Minimizing Multimodal Functions
Conference Paper
In: Proceedings of the Hellenic European Research on Computer Mathematics and its Applications Conference (HERCMA'2001), 496-500, Athens, Greece, (2001).
Publication year: 2001
Training Neural Networks with Threshold Activation Functions and Constrained Integer Weights
Conference Paper
In: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’2000), Como, Italy, (2000).
Publication year: 2000
Global Learning Rate Adaptation in On-line Neural Network Training
Conference Paper
In: Proceedings of the Second International ICSC Symposium on Neural Computation (NC'2000), Berlin, Germany, (2000).
Publication year: 2000
Development and Convergence Analysis of Training Algorithms with Local Learning Rate Adaptation
Conference Paper
In: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’2000), Como, Italy, (2000).
Publication year: 2000
Training Neural Networks with 3-bit Integer Weights
Conference Paper
In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO’99), W. Banzhaf, J. Daida, A.E. Eiben, M.H. Garzon, V. Honavar, M. Jakiela, and R.E. Smith (eds.), Morgan Kaufmann, 910-915, Orlando, U.S.A., (1999).
Publication year: 1999
Sign-methods for Training with Imprecise Error Function and Gradient Values
Conference Paper
In: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’99), Washington D.C., U.S.A., (1999).
Publication year: 1999
Optimization Strategies and Backpropagation Neural Networks
Conference Paper
In: Proceedings of the Seventh Hellenic Conference on Informatics, Ioannina, Greece, (1999).
Publication year: 1999
Nonmonotone Methods for Backpropagation Training with Adaptive Learning Rate
Conference Paper
In: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’99), Washington D.C., U.S.A., (1999).
Publication year: 1999
Nonmonotone Learning Rules For Backpropagation Networks
Conference Paper
In: Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems (ICECS '99), 291-294, Pafos, Cyprus, (1999).
Publication year: 1999
Neural Network Training with Constrained Integer Weights
Conference Paper
In: Proceedings of the Congress of Evolutionary Computation (CEC’99), P.J. Angeline, Z. Michalewicz, M. Schoenauer, X. Yao, and A. Zalzala (eds.), IEEE Press, 2007-2013, Washington D.C., U.S.A., (1999).
Publication year: 1999
Effective Neural Network Training with a Different Learning Rate for each Weight
Conference Paper
In: Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems (ICECS '99), 591-594, Pafos, Cyprus, (1999).
Publication year: 1999
Convergence Analysis of the Quickprop Method
Conference Paper
In: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’99), Washington D.C., U.S.A., (1999).
Publication year: 1999