Nikos Koutsias
Media Technology · 2000–2020
A researcher in the Science corpus: 5 papers; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Media Technology — 17 citations into it
- Computer Vision and Pattern Recognition — 12 citations into it
- Atmospheric Science — 10 citations into it
Whom Nikos Koutsias trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Nikos Koutsias overall
Papers from Nikos Koutsias's perspective
Ordered by how strongly the researchers Nikos Koutsias trusts endorse each paper. Same corpus, a different order for every researcher.
- Advances in kernel methods: support vector learning
- Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods
- Classification of hyperspectral remote sensing images with support vector machines (IEEE Transactions on Geoscience and Remote Sensing)
- Semi-Supervised Graph-Based Hyperspectral Image Classification (IEEE Transactions on Geoscience and Remote Sensing)
- Obtaining calibrated probability estimates from decision trees and naive Bayesian classifiers
- A comparison of methods for multiclass support vector machines (IEEE Trans. Neural Networks)
- A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
- Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques (IEEE Transactions on Geoscience and Remote Sensing)
- Kernel-based methods for hyperspectral image classification (IEEE Transactions on Geoscience and Remote Sensing)
- Gene Selection for Cancer Classification using Support Vector Machines
Their papers
- Wildfire management in Mediterranean-type regions: paradigm change needed (2020) — 446 citations
- SVM-Based Fuzzy Decision Trees for Classification of High Spatial Resolution Remote Sensing Images (2012) — 119 citations
- Landscape--wildfire interactions in southern Europe: implications for landscape management. (2011) — 848 citations
- Object-based classification using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test site (2008) — 298 citations
- Burned area mapping using logistic regression modeling of a single post-fire Landsat-5 Thematic Mapper image (2000) — 144 citations