P. H. Swain

5.2k total citations · 2 hit papers
67 papers, 2.7k citations indexed

About

P. H. Swain is a scholar working on Artificial Intelligence, Media Technology and Analytical Chemistry. According to data from OpenAlex, P. H. Swain has authored 67 papers receiving a total of 2.7k indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Artificial Intelligence, 27 papers in Media Technology and 11 papers in Analytical Chemistry. Recurrent topics in P. H. Swain's work include Remote-Sensing Image Classification (27 papers), Neural Networks and Applications (14 papers) and Spectroscopy and Chemometric Analyses (11 papers). P. H. Swain is often cited by papers focused on Remote-Sensing Image Classification (27 papers), Neural Networks and Applications (14 papers) and Spectroscopy and Chemometric Analyses (11 papers). P. H. Swain collaborates with scholars based in United States, Iceland and Australia. P. H. Swain's co-authors include Jón Atli Benediktsson, Okan K. Ersoy, Hans Hauska, Jóhannes R. Sveinsson, Tong Lee, John A. Richards, M. F. Baumgardner, A. H. Al‐Abbas, Rachel King and John A. Richards and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Remote Sensing of Environment and Proceedings of the IEEE.

In The Last Decade

P. H. Swain

66 papers receiving 2.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data

1990 716 citations Jón Atli Benediktsson, P. H. Swain et al. IEEE Transactions on Geoscience and Remote Sensing profile →
The decision tree classifier: Design and potential

1977 374 citations P. H. Swain et al. profile →

Peers

Countries citing papers authored by P. H. Swain

Since Specialization

Citations

This map shows the geographic impact of P. H. Swain's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by P. H. Swain with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites P. H. Swain more than expected).

Fields of papers citing papers by P. H. Swain

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by P. H. Swain. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by P. H. Swain. The network helps show where P. H. Swain may publish in the future.

Co-authorship network of co-authors of P. H. Swain

This figure shows the co-authorship network connecting the top 25 collaborators of P. H. Swain. A scholar is included among the top collaborators of P. H. Swain based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with P. H. Swain. P. H. Swain is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Neural Network Approaches Versus Statistical Methods in Classification of Multisource Remote Sensing Data 2005 ·Jón Atli Benediktsson, P. H. Swain, Okan K. Ersoy	52
2	Hybrid consensus theoretic classification 2005 ·Jón Atli Benediktsson, Jóhannes R. Sveinsson, P. H. Swain	3
3	Parallel consensual neural networks 1997 ·IEEE Transactions on Neural Networks ·Jón Atli Benediktsson, Jóhannes R. Sveinsson, Okan K. Ersoy, P. H. Swain	113
4	Hybrid consensus theoretic classification 1997 ·IEEE Transactions on Geoscience and Remote Sensing ·Jón Atli Benediktsson, Jóhannes R. Sveinsson, P. H. Swain	81
5	Evidential reasoning approach to multisource-data classification in remote sensing 1995 ·IEEE Transactions on Systems Man and Cybernetics ·Hyun Kim, P. H. Swain	28
6	Conjugate-gradient neural networks in classification of multisource and very-high-dimensional remote sensing data 1993 ·International Journal of Remote Sensing ·Jón Atli Benediktsson, P. H. Swain, Okan K. Ersoy	79
7	Improving classification of crop residues using digital land ownership data and Landsat TM imagery 1991 ·Photogrammetric Engineering & Remote Sensing ·(unknown), Bernard A. Engel, M. F. Baumgardner, P. H. Swain	14
8	A method of classification for multisource data in remote sensing based on interval-valued probabilities 1990 ·NASA STI Repository (National Aeronautics and Space Administration) ·Hakil Kim, P. H. Swain	9
9	Advanced interpretation techniques for earth data information systems 1985 ·Proceedings of the IEEE ·P. H. Swain	10
10	Incorporating spatial context into statistical classification of multidimensional image data 1981 ·NASA Technical Reports Server (NASA) ·Marvin E. Bauer, James C. Tilton, P. H. Swain	1
11	Contextual classification of multispectral image data 1981 ·NASA STI Repository (National Aeronautics and Space Administration) ·James C. Tilton, P. H. Swain	1
12	Pixel Labeling by Supervised Probabilistic Relaxation 1981 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·John A. Richards, D. A. Landgrebe, P. H. Swain	31
13	Contextual classification of multispectral image data: An unbiased estimator for the context distribution 1981 ·Purdue e-Pubs (Purdue University System) ·James C. Tilton, P. H. Swain, Stephen B. Vardeman	1
14	A case study using ECHO(Extraction and Classification of Homogeneous Objects) for analysis of multispectral scanner data 1977 ·Purdue e-Pubs (Purdue University System) ·(unknown), (unknown), J. C. Lindenlaub, P. H. Swain	2
15	Symposium on Machine Processing of Remotely Sensed Data, June 29-July 1, 1976, the Laboratory for Applications of Remote Sensing, Purdue University, West Lafayette, Indiana 1976 ·P. H. Swain, (unknown), D. E. Parks	4
16	Determining Density of Maize Canopy from Digitized Photographic Data¹ 1976 ·Agronomy Journal ·E. R. Stoner, M. F. Baumgardner, P. H. Swain	3
17	Crop Identification Technology Assessment for Remote Sensing (CITARS) 1975 ·NASA STI Repository (National Aeronautics and Space Administration) ·Marvin E. Bauer, (unknown), Barbara J. Davis, P. H. Swain	4
18	An automated and repeatable data analysis procedure for remote sensing applications 1974 ·Barbara J. Davis, P. H. Swain	2
19	The role of computer networks in remote sensing data analysis 1973 ·Purdue e-Pubs (Purdue University System) ·P. H. Swain, T. L. Phillips, J. C. Lindenlaub	0
20	Data processing 1: Advancements in machine analysis of multispectral data 1972 ·NASA STI Repository (National Aeronautics and Space Administration) ·P. H. Swain	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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