Edit Profile (opens in new tab) Chawla, Nitesh V. Co-Author Distance Author ID: chawla.nitesh-v Published as: Chawla, Nitesh V.; Chawla, N. V.; Chawla, Nitesh more...less External Links: MGP Documents Indexed: 11 Publications since 2002 2 Contributions as Editor Co-Authors: 21 Co-Authors with 12 Joint Publications 313 Co-Co-Authors all top 5 Co-Authors 0 single-authored 3 Kegelmeyer, W. Philip 2 Bowyer, Kevin W. 2 Hall, Lawrence O. 2 Srivastava, Ashok N. 1 Bahulkar, Ashwin 1 Cieslak, David A. 1 Fernández, Alberto 1 Forman, George 1 Ganguly, Auroop R. 1 Garcia, Salvador G. 1 Herrera, Francisco 1 Hoens, T. Ryan 1 Karakoulas, Grigoris 1 Lichtenwalter, Ryan N. 1 Lizardo, Omar 1 Madey, Greg 1 Moore, T. E. jun. 1 Pawling, Alec 1 Raeder, Troy 1 Steinhaeuser, Karsten 1 Szymanski, Boleslaw K. all top 5 Serials 3 The Journal of Artificial Intelligence Research (JAIR) 3 Statistical Analysis and Data Mining 1 Complexity 1 Computational & Mathematical Organization Theory 1 Data Mining and Knowledge Discovery 1 International Journal of Fatigue 1 Journal of Machine Learning Research (JMLR) all top 5 Fields 10 Computer science (68-XX) 5 Statistics (62-XX) 2 General and overarching topics; collections (00-XX) 1 Mechanics of deformable solids (74-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 7 Publications have been cited 226 times in 205 Documents Cited by ▼ Year ▼ SMOTE: Synthetic minority over-sampling technique. Zbl 0994.68128 Chawla, N. V.; Bowyer, K. W.; Hall, L. O.; Kegelmeyer, W. P. 192 2002 SMOTE for learning from imbalanced data: progress and challenges, marking the 15-year anniversary. Zbl 1443.68147 Fernández, Alberto; García, Salvador; Herrera, Francisco; Chawla, Nitesh V. 13 2018 Hellinger distance decision trees are robust and skew-insensitive. Zbl 1235.68141 Cieslak, David A.; Hoens, T. Ryan; Chawla, Nitesh V.; Kegelmeyer, W. Philip 10 2012 Learning from labeled and unlabeled data: an empirical study across techniques and domains. Zbl 1080.68613 Chawla, N. V.; Karakoulas, G. 6 2005 Learning from imbalanced data: evaluation matters. Zbl 1231.68217 Raeder, Troy; Forman, George; Chawla, Nitesh V. 3 2012 LPmade: link prediction made easy. Zbl 1280.68176 Lichtenwalter, Ryan N.; Chawla, Nitesh V. 1 2011 Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science. Zbl 07260299 Steinhaeuser, Karsten; Chawla, Nitesh V.; Ganguly, Auroop R. 1 2011 SMOTE for learning from imbalanced data: progress and challenges, marking the 15-year anniversary. Zbl 1443.68147 Fernández, Alberto; García, Salvador; Herrera, Francisco; Chawla, Nitesh V. 13 2018 Hellinger distance decision trees are robust and skew-insensitive. Zbl 1235.68141 Cieslak, David A.; Hoens, T. Ryan; Chawla, Nitesh V.; Kegelmeyer, W. Philip 10 2012 Learning from imbalanced data: evaluation matters. Zbl 1231.68217 Raeder, Troy; Forman, George; Chawla, Nitesh V. 3 2012 LPmade: link prediction made easy. Zbl 1280.68176 Lichtenwalter, Ryan N.; Chawla, Nitesh V. 1 2011 Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science. Zbl 07260299 Steinhaeuser, Karsten; Chawla, Nitesh V.; Ganguly, Auroop R. 1 2011 Learning from labeled and unlabeled data: an empirical study across techniques and domains. Zbl 1080.68613 Chawla, N. V.; Karakoulas, G. 6 2005 SMOTE: Synthetic minority over-sampling technique. Zbl 0994.68128 Chawla, N. V.; Bowyer, K. W.; Hall, L. O.; Kegelmeyer, W. P. 192 2002 all cited Publications top 5 cited Publications all top 5 Cited by 644 Authors 3 Bellinger, Colin 3 Herrera, Francisco 3 Schmid, Matthias 3 Welchowski, Thomas 3 Xiao, Xuan 2 Adams, Rod 2 Berger, Moritz 2 Chaabane, Ikram 2 Chou, Kuochen 2 Davey, Neil 2 De Weerdt, Jochen 2 Dorado, Julian 2 Elouedi, Zied 2 Fernandez-Lozano, Carlos 2 Fernández, Alberto 2 Gan, Haitao 2 González Castellano, Cristina 2 Grina, Fares 2 Guermazi, Radhouane 2 Hammami, Mohamed 2 Jia, Jianhua 2 Kegelmeyer, W. Philip 2 Koziarski, Michał 2 Lefèvre, Éric 2 Lessmann, Stefan 2 Maldonado, Sebastián 2 Mammadov, Musa A. 2 Munteanu, Cristian Robert 2 Qiu, Wangren 2 Roumani, Yazan F. 2 Sun, Yi 2 Tilakaratne, C. D. 2 Van den Poel, Dirk 2 Wozniak, Michal 2 Yang, Zhi 2 Zięba, Maciej 1 Abdallah, Zahraa S. 1 Afzal, Hammad 1 Aggarwal, Charu C. 1 Aguirre-Lopez, F. 1 Ahmad, Jamal 1 Ahmed, Mehreen 1 Alaiz-Rodríguez, Rocío 1 Albizri, Abdullah 1 Aminian, Ehsan 1 Ananthakumar, Usha 1 Anderlucci, Laura 1 Angulo, Cecilio 1 Anh, Dao Nam 1 Antenucci, Fabrizio 1 Antonazzo, Filippo 1 Arango-Argoty, G. A. 1 Artemiou, Andreas 1 Artikis, Alexander 1 Aşkan, Ayşegül 1 Astudillo-Estévez, Pablo 1 Athanasiou, Vasileios 1 Badar, Maryam 1 Baesens, Bart 1 Bai, Xiang 1 Bak, Britta Anker 1 Ballante, Elena 1 Ballings, Michel 1 Ban, Tao 1 Banfield, Robert E. 1 Barella, Victor H. 1 Barnett, Christine L. 1 Barnett, Ian J. 1 Bej, Saptarshi 1 Bella, Antonio 1 Ben-Itzhak, Yaniv 1 Bernardo, Alessio 1 Bhattacharya, Sourangshu 1 Bhowmik, Debanjan 1 Bian, Bo 1 Bielza, Concha 1 Biernacki, Christophe 1 Blagus, Rok 1 Blomberg, Jeanette 1 Bodovski, Yosef 1 Bogaert, Matthias 1 Borchert, Philipp 1 Boucher, Jean-Philippe 1 Bowyer, Kevin W. 1 Branco, Paula 1 Bravo, Cristián 1 Bretz, Frank 1 Brintrup, Alexandra 1 Brownstein, John S. 1 Buckinx, Wouter 1 Bulavas, Viktoras 1 Calabrese, Raffaella 1 Cao, Jingjing 1 Cao, Yanan 1 Cao, Yi 1 Carbonell, Jaime G. 1 Carriquiry, Alicia L. 1 Carvalho, Mateus Araujo 1 Castellanos-Domínguez, Germán 1 Castro, Cristiano Leite de ...and 544 more Authors all top 5 Cited in 76 Serials 18 Information Sciences 16 Data Mining and Knowledge Discovery 15 Machine Learning 11 Annals of Operations Research 10 European Journal of Operational Research 10 Pattern Recognition 7 International Journal of Approximate Reasoning 7 Mathematical Biosciences and Engineering 7 Journal of Theoretical Biology 5 Neural Networks 5 Computational Statistics and Data Analysis 4 The Annals of Applied Statistics 3 Computers & Operations Research 3 Mathematical Problems in Engineering 3 Journal of Applied Statistics 3 Advances in Data Analysis and Classification. ADAC 3 Statistical Analysis and Data Mining 2 Applied Mathematics and Computation 2 Journal of Classification 2 International Journal of Applied Mathematics and Computer Science 2 ASTIN Bulletin 2 Algorithms 2 Journal of Agricultural, Biological, and Environmental Statistics 1 Artificial Intelligence 1 Journal of the Franklin Institute 1 Physics Reports 1 Psychometrika 1 Biometrical Journal 1 Fuzzy Sets and Systems 1 Journal of the American Statistical Association 1 Journal of Computational and Applied Mathematics 1 Operations Research 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Journal of Economic Dynamics & Control 1 Mathematical and Computer Modelling 1 Journal of Scientific Computing 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Journal of Statistical Computation and Simulation 1 Foundations of Computing and Decision Sciences 1 Journal of Mathematical Imaging and Vision 1 International Journal of Computer Vision 1 Complexity 1 Abstract and Applied Analysis 1 Journal of Applied Mathematics and Decision Sciences 1 PAA. Pattern Analysis and Applications 1 Informatica (Vilnius) 1 Scandinavian Actuarial Journal 1 Nonlinear Analysis. Real World Applications 1 Advances and Applications in Statistics 1 Journal of Systems Science and Complexity 1 JMMA. Journal of Mathematical Modelling and Algorithms 1 Quantum Information Processing 1 Journal of Intelligent and Fuzzy Systems 1 Statistical Applications in Genetics and Molecular Biology 1 Computational Biology and Chemistry 1 Thai Journal of Mathematics 1 Statistical Methods and Applications 1 Journal of Industrial and Management Optimization 1 Engineering Optimization 1 Computational & Mathematical Methods in Medicine 1 Journal of Physics A: Mathematical and Theoretical 1 Electronic Journal of Statistics 1 Advances in Mathematical Physics 1 International Journal of Numerical Methods and Applications 1 International Journal of Advances in Engineering Sciences and Applied Mathematics 1 Statistics and Computing 1 Frontiers of Computer Science 1 Communications in Mathematics and Statistics 1 Computational Methods for Differential Equations 1 Advances in Data Science and Adaptive Analysis 1 SN Operations Research Forum 1 SIAM Journal on Mathematics of Data Science 1 Sampling Theory, Signal Processing, and Data Analysis 1 INFOR: Information Systems and Operational Research all top 5 Cited in 18 Fields 120 Computer science (68-XX) 115 Statistics (62-XX) 24 Biology and other natural sciences (92-XX) 23 Operations research, mathematical programming (90-XX) 18 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Numerical analysis (65-XX) 2 Measure and integration (28-XX) 2 Probability theory and stochastic processes (60-XX) 2 Quantum theory (81-XX) 2 Information and communication theory, circuits (94-XX) 1 Mathematical logic and foundations (03-XX) 1 Topological groups, Lie groups (22-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Differential geometry (53-XX) 1 Algebraic topology (55-XX) 1 Mechanics of particles and systems (70-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Citations by Year