Taşkın Kavzoğlu

95 papers receiving 4.6k citations

Taşkın Kavzoğlu's Hit Papers

Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost) 2022 · 273 citations
2730+7+14Years since publication200400600

Peers

Taşkın Kavzoğlu
Comparison fields: 5 of 138
  • Management, Monitoring, Policy and Law 1.8k
  • Media Technology 1.1k
  • Environmental Engineering 254
  • Global and Planetary Change 348
  • Atmospheric Science 202
Replace İsmail Çölkesen with:
İsmail Çölkesen Türkiye
Shattri B. Mansor Malaysia
Jie Dou China
Mazlan Hashim Malaysia
Jagannath Aryal Australia
weitao Chen China
Manoj Kumar Arora India
Saied Pirasteh China
Chang-Wook Lee South Korea
Mikhaïl Kanevski Switzerland
Taşkın Kavzoğlu relative to İsmail Çölkesen Türkiye İsmail Çölkesen's profile →
Citations per field
00.5×1.5×2.2×
İsmail Çölkesen · 1×
Citations per year

Countries citing papers authored by Taşkın Kavzoğlu

Since Specialization
Citations

This map shows the geographic impact of Taşkın Kavzoğlu'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 Taşkın Kavzoğlu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Taşkın Kavzoğlu more than expected).

Fields of papers citing papers by Taşkın Kavzoğlu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Taşkın Kavzoğlu. 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 Taşkın Kavzoğlu. The network helps show where Taşkın Kavzoğlu may publish in the future.

Co-authors

The 17 scholars most cited alongside Taşkın Kavzoğlu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Taşkın Kavzoğlu Line = papers co-authored together Taşkın Kavzoğlu links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 106 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression
Hit paper breakdown →
2013603
2
A kernel functions analysis for support vector machines for land cover classification
Hit paper breakdown →
2009597
3
Assessment of shallow landslide susceptibility using artificial neural networks in Jabonosa River Basin, Venezuela
Hit paper breakdown →
2004426
4 2003385
5
Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost)
Hit paper breakdown →
2022273
6 2015184
7 2016162
8 2008161
9 2018151
10 2014140
11 2018129
12
Advanced hyperparameter optimization for improved spatial prediction of shallow landslides using extreme gradient boosting (XGBoost)
Hit paper breakdown →
2022126
13 200299
14 200567
15 201559
16 201759
17 201357
18 199956
19 201848
20 201446

About Taşkın Kavzoğlu

Taşkın Kavzoğlu is a scholar working on Media Technology, Management, Monitoring, Policy and Law, Global and Planetary Change, Ocean Engineering and Geology, having authored 106 papers that have together received 4.8k indexed citations. Recurring topics across this work include Remote-Sensing Image Classification (59 papers), Landslides and related hazards (17 papers), Fire effects on ecosystems (7 papers), Remote Sensing in Agriculture (6 papers), Automated Road and Building Extraction (6 papers), Advanced Neural Network Applications (6 papers), Neural Networks and Applications (5 papers) and 3D Surveying and Cultural Heritage (5 papers). The work is most often cited by research in Management, Monitoring, Policy and Law (1.8k citations), Media Technology (1.1k citations), Environmental Engineering (254 citations), Global and Planetary Change (348 citations) and Atmospheric Science (202 citations). Taşkın Kavzoğlu has collaborated with scholars based in Türkiye, United Kingdom and Malaysia. Frequent co-authors include İsmail Çölkesen, Emrehan Kutluğ Şahin, Paul M. Mather, Alihan Teke, Umut Güneş Sefercik, Selçuk Reis, Tahsin Yomralıoğlu, Erdal Aydın, Sinasi Kaya and Ali Levent Yağcı. Their work appears in journals such as International Journal of Remote Sensing, Geocarto International, Advances in Space Research, Remote Sensing and Remote Sensing Letters.

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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