A. Topchy
Impact in
- Artificial Intelligence top 1%
- Advanced Clustering Algorithms Research
- Metaheuristic Optimization Algorithms Research
- Text and Document Classification Technologies
- Evolutionary Algorithms and Applications
-
- Face and Expression Recognition
Papers in
-
- Advanced Clustering Algorithms Research 11
- Bayesian Methods and Mixture Models 6
- Evolutionary Algorithms and Applications 4
- Metaheuristic Optimization Algorithms Research 3
- Neural Networks and Applications 3
-
- Data Management and Algorithms 6
- Co-authors
- Anil Jain (9 shared papers)William F. Punch (11 shared papers)M.H.C. Law (5 shared papers)Behrouz Minaei Bidgoli (3 shared papers)Ana L. N. Fred (1 shared paper)Joachim M. Buhmann (1 shared paper)Kim T. Scribner (3 shared papers)Bruno Guinand (2 shared papers)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment (1 paper)Lecture notes in computer science (3 papers)Environmental Biology of Fishes (1 paper)Molecular Ecology Notes (1 paper)
- Partner nations
- United StatesFrancePortugal
In The Last Decade
A. Topchy
22 papers receiving 1.9k citations
A. Topchy's Hit Papers
Peers
Comparison fields: 5 of 103
- Artificial Intelligence 1.6k
- Computer Vision and Pattern Recognition 772
- Signal Processing 386
- Statistical and Nonlinear Physics 405
- Media Technology 125
Countries citing papers authored by A. Topchy
This map shows the geographic impact of A. Topchy'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 A. Topchy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites A. Topchy more than expected).
Fields of papers citing papers by A. Topchy
This network shows the impact of papers produced by A. Topchy. 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 A. Topchy. The network helps show where A. Topchy may publish in the future.
Co-authors
The 11 scholars most cited alongside A. Topchy, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 22 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Clustering ensembles: models of consensus and weak partitions Hit paper breakdown → | 2005 | 521 |
| 2 | 2004 | 322 | |
| 3 | 2004 | 280 | |
| 4 | 2004 | 152 | |
| 5 | 2005 | 127 | |
| 6 | 2004 | 113 | |
| 7 | Faster genetic programming based on local gradient search of numeric leaf values | 2001 | 103 |
| 8 | 2004 | 96 | |
| 9 | 2004 | 59 | |
| 10 | A comparison of resampling methods for clustering ensembles | 2004 | 58 |
| 11 | 2005 | 49 | |
| 12 | 2004 | 40 | |
| 13 | 2004 | 22 | |
| 14 | 1997 | 20 | |
| 15 | 2004 | 18 | |
| 16 | Adaptive Training of Radial Basis Function Networks Based on Cooperative Evolution and Evolutionary Programming. | 1997 | 13 |
| 17 | Genetic Algorithm for Solution of the Traveling Salesman Problem with New Features against Premature Convergence | 2007 | 5 |
| 18 | Fast Learning In Multilayered Neural Networks By Means Of Hybrid Evolutionary And Gradient Algorithms | 1996 | 3 |
| 19 | Hybrid genetic and local search heuristic for the Quadratic Assignment problem | 1996 | 2 |
| 20 | 2004 | 2 |
About A. Topchy
A. Topchy is a scholar working on Artificial Intelligence, Signal Processing, Computer Vision and Pattern Recognition, Philosophy and Statistical and Nonlinear Physics, having authored 22 papers that have together received 2.0k indexed citations. Recurring topics across this work include Advanced Clustering Algorithms Research (11 papers), Bayesian Methods and Mixture Models (6 papers), Data Management and Algorithms (6 papers), Face and Expression Recognition (5 papers), Evolutionary Algorithms and Applications (4 papers), Metaheuristic Optimization Algorithms Research (3 papers), Neural Networks and Applications (3 papers) and Genetic and phenotypic traits in livestock (3 papers). The work is most often cited by research in Artificial Intelligence (1.6k citations), Computer Vision and Pattern Recognition (772 citations), Signal Processing (386 citations), Statistical and Nonlinear Physics (405 citations) and Media Technology (125 citations). A. Topchy has collaborated with scholars based in United States, France and Portugal. Frequent co-authors include Anil Jain, William F. Punch, M.H.C. Law, Behrouz Minaei Bidgoli, Ana L. N. Fred, Joachim M. Buhmann, Kim T. Scribner, Bruno Guinand, Kevin S. Page and Mary K. Burnham‐Curtis. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment, Lecture notes in computer science, Environmental Biology of Fishes and Molecular Ecology Notes.
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.