Pang‐Ning Tan

11.9k citations
169 papers · 6.7k indexed · 3 hit papers · h-index 36

Impact in

    • Data Mining Algorithms and Applications
    • Recommender Systems and Techniques
    • Web Data Mining and Analysis
    • Data Management and Algorithms

Papers in

Pang‐Ning Tan

164 papers receiving 6.1k citations

Hit Papers

Introduction to Data Mining, (First Edition) 2005 · 910 citations
91020002026200820174008001.2k

Peers

Pang‐Ning Tan
Comparison fields: 5 of 180
  • Information Systems 3.0k
  • Signal Processing 1.3k
  • Artificial Intelligence 2.8k
  • Computational Theory and Mathematics 956
  • Computational Mathematics 34
Replace Shashi Shekhar with:
Shashi Shekhar United States
Hiroshi Motoda Japan
M. Narasimha Murty India
Sergei Vassilvitskii United States
Michalis Vazirgiannis Greece
Sašo Džeroski Slovenia
Naren Ramakrishnan United States
Usama M. Fayyad United States
Shichao Zhang China
Shirui Pan Australia
Pang‐Ning Tan relative to Shashi Shekhar United States Shashi Shekhar's profile →
Citations per field
00.5×2.6×
Shashi Shekhar · 1×
Citations per year

Countries citing papers authored by Pang‐Ning Tan

Since Specialization
Citations

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

Fields of papers citing papers by Pang‐Ning Tan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pang‐Ning Tan. 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 Pang‐Ning Tan. The network helps show where Pang‐Ning Tan may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Pang‐Ning Tan, 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 Pang‐Ning Tan Line = papers co-authored together Pang‐Ning Tan links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 20254
2 20250
3 202416
4 202414
5 20208
6 201911
7 201937
8 201917
9 201835
10
Predicting US Drought Monitor Drought Categories with multiple land surface models and machine learning
20181
11 201811
12 20148
13
Smoothed quantile regression for statistical downscaling of extreme events in climate modeling
20111
14 201013
15 200912
16
Multistep-ahead Time Series Prediction
20082
17
Introduction to Data Mining, (First Edition)
Hit paper breakdown →
2005910
18 20051
19
High performance data mining
200313
20
Interestingness Measures for Association Patterns: A Perspective
2000116

About Pang‐Ning Tan

Pang‐Ning Tan is a scholar working on Computational Mathematics, Signal Processing, Information Systems, Artificial Intelligence and Statistical and Nonlinear Physics, having authored 169 papers that have together received 6.7k indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (32 papers), Anomaly Detection Techniques and Applications (19 papers), Network Security and Intrusion Detection (17 papers), Rough Sets and Fuzzy Logic (17 papers), Data Management and Algorithms (17 papers), Complex Network Analysis Techniques (16 papers), Climate variability and models (13 papers) and Spam and Phishing Detection (12 papers). The work is most often cited by research in Information Systems (3.0k citations), Signal Processing (1.3k citations), Artificial Intelligence (2.8k citations), Computational Theory and Mathematics (956 citations) and Computational Mathematics (34 citations). Pang‐Ning Tan has collaborated with scholars based in United States, Canada and Malaysia. Frequent co-authors include Vipin Kumar, Jaideep Srivastava, Michael Steinbach, Vipin Kumar, Robert Cooley, Mukund Deshpande, Hui Xiong, Steven Klooster, Christopher Potter and Haibin Cheng. Their work appears in journals such as IEEE Transactions on Knowledge and Data Engineering, Data Mining and Knowledge Discovery, Health Communication, Earth Interactions and Ecosphere.

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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