Kadim Tasdemir

According to our database1, Kadim Tasdemir authored at least 39 papers between 2003 and 2016.

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

Timeline

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PhD thesis 
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Bibliography

2016
A hyperspectral imaging based control system for quality assessment of dried figs.
Comput. Electron. Agric., 2016

A Neural Gas Based Approximate Spectral Clustering Ensemble.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016

Active learning method for classifying the mold contaminated figs.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Fast extraction of plastic greenhouses using Worldview-2 images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Sampling based approximate spectral clustering ensemble for partitioning datasets.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
An Approximate Spectral Clustering Ensemble for High Spatial Resolution Remote-Sensing Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Approximate spectral clustering with utilized similarity information using geodesic based hybrid distance measures.
Pattern Recognit., 2015

Detection of dried figs with black mold by using hyperspectral images.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Detection of black mold infected figs by using transmittance spectroscopy.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Extraction of hazelnut fields using Approximate Spectral Clustering Ensemble.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

An automated system for detecting the infected figs by hyperspectral image analysis.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Classification of black mold contaminated figs by hyperspectral imaging.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015

Unsupervised extraction of greenhouses using approximate spectral clustering ensemble.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Sampling based approximate spectral clustering ensemble for unsupervised land cover identification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
The use of k-means++ for approximate spectral clustering of large datasets.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Geodesic based hybrid similarity criteria for approximate spectral clustering of remote sensing images.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Unsupervised extraction of greenhouses using WorldView-2 images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Geodesic Based Similarities for Approximate Spectral Clustering.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Dimensionality Reduction Based Similarity Visualization for Neural Gas.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013
Local density based similarity criterion for clustering of remote-sensing images.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

A hybrid similarity measure for approximate spectral clustering of remote sensing images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Automatic Detection and Segmentation of Orchards Using Very High Resolution Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2012

Vector quantization based approximate spectral clustering of large datasets.
Pattern Recognit., 2012

Neural network-based clustering for agriculture.
EURASIP J. Adv. Sig. Proc., 2012

Automatic assessment of land parcel identification systems for agricultural management.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
A Validity Index for Prototype-Based Clustering of Data Sets With Complex Cluster Structures.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Topology-Based Hierarchical Clustering of Self-Organizing Maps.
IEEE Trans. Neural Networks, 2011

Spectral Clustering as an Automated SOM Segmentation Tool.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Land cover identification for finding hazelnut fields using WorldView-2 imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Neural network based approximate spectral clustering for remote sensing images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Graph based representations of density distribution and distances for self-organizing maps.
IEEE Trans. Neural Networks, 2010

An automated SOM clustering based on data topology.
Proceedings of the ESANN 2010, 2010

2009
Exploiting Data Topology in Visualization and Clustering of Self-Organizing Maps.
IEEE Trans. Neural Networks, 2009

Learning Highly Structured Manifolds: Harnessing the Power of SOMs.
Proceedings of the Similarity-Based Clustering, 2009

2008
Exploring Topology Preservation of SOMs with a Graph Based Visualization.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Cluster Analysis in Remote Sensing Spectral Imagery through Graph Representation and Advanced SOM Visualization.
Proceedings of the Discovery Science, 11th International Conference, 2008

2007
Min(d)ing the small details: discovery of critical knowledge through precision manifold learning, and application to onboard decision support.
Proceedings of the 2nd IEEE International Conference on System of Systems Engineering, 2007

2006
Data topology visualization for the Self-Organizing Map.
Proceedings of the ESANN 2006, 2006

2003
A Turkish Handprint Character Recognition System.
Proceedings of the Computer and Information Sciences, 2003


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