Edit Profile (opens in new tab) Aliferis, Constantin F. Co-Author Distance Author ID: aliferis.constantin-f Published as: Aliferis, Constantin F. Documents Indexed: 5 Publications since 2006 Co-Authors: 11 Co-Authors with 5 Joint Publications 83 Co-Co-Authors all top 5 Co-Authors 0 single-authored 4 Statnikov, Alexander 3 Tsamardinos, Ioannis 2 Koutsoukos, Xenofon D. 2 Lytkin, Nikita I. 2 Mani, Subramani 1 Brown, Laura E. 1 Efstathiadis, Efstratios 1 Henaff, Mikael 1 Lemeire, Jan 1 Ma, Sisi 1 Peskin, Eric R. Serials 4 Journal of Machine Learning Research (JMLR) 1 Machine Learning Fields 5 Computer science (68-XX) 4 Statistics (62-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 4 Publications have been cited 171 times in 145 Documents Cited by ▼ Year ▼ The max-min hill-climbing Bayesian network structure learning algorithm. Zbl 1470.68192 Tsamardinos, Ioannis; Brown, Laura E.; Aliferis, Constantin F. 122 2006 Local causal and Markov blanket induction for causal discovery and feature selection for classification. Part I: Algorithms and empirical evaluation. Zbl 1242.68197 Aliferis, Constantin F.; Statnikov, Alexander; Tsamardinos, Ioannis; Mani, Subramani; Koutsoukos, Xenofon D. 34 2010 Local causal and Markov blanket induction for causal discovery and feature selection for classification. Part II: Analysis and extensions. Zbl 1242.68198 Aliferis, Constantin F.; Statnikov, Alexander; Tsamardinos, Ioannis; Mani, Subramani; Koutsoukos, Xenofon D. 8 2010 Algorithms for discovery of multiple Markov boundaries. Zbl 1319.68194 Statnikov, Alexander; Lytkin, Nikita I.; Lemeire, Jan; Aliferis, Constantin F. 7 2013 Algorithms for discovery of multiple Markov boundaries. Zbl 1319.68194 Statnikov, Alexander; Lytkin, Nikita I.; Lemeire, Jan; Aliferis, Constantin F. 7 2013 Local causal and Markov blanket induction for causal discovery and feature selection for classification. Part I: Algorithms and empirical evaluation. Zbl 1242.68197 Aliferis, Constantin F.; Statnikov, Alexander; Tsamardinos, Ioannis; Mani, Subramani; Koutsoukos, Xenofon D. 34 2010 Local causal and Markov blanket induction for causal discovery and feature selection for classification. Part II: Analysis and extensions. Zbl 1242.68198 Aliferis, Constantin F.; Statnikov, Alexander; Tsamardinos, Ioannis; Mani, Subramani; Koutsoukos, Xenofon D. 8 2010 The max-min hill-climbing Bayesian network structure learning algorithm. Zbl 1470.68192 Tsamardinos, Ioannis; Brown, Laura E.; Aliferis, Constantin F. 122 2006 all cited Publications top 5 cited Publications all top 5 Cited by 360 Authors 7 Bielza, Concha 7 Larrañaga, Pedro 7 Scutari, Marco 5 Puerta, Jose Miguel 4 Gámez, José Antonio 4 Park, Gunwoong 4 Tsamardinos, Ioannis 3 Alonso-Barba, Juan I. 3 Borboudakis, Giorgos 3 Corander, Jukka 3 delaOssa, Luis 3 Geng, Zhi 3 Javidian, Mohammad Ali 3 Kuipers, Jack B. 3 Leray, Philippe 3 Liu, Xinsheng 3 Liu, Xuqing 3 Moffa, Giusi 3 Pensar, Johan 3 Uhler, Caroline 3 Valtorta, Marco 3 Vicard, Paola 3 Vitale, Vincenzina 3 Zhou, Qing 2 Atienza, David 2 Azzimonti, Laura 2 Bromberg, Facundo 2 Constantinou, Anthony C. 2 Corani, Giorgio 2 Fan, Xiaocong 2 Gao, Yang 2 Gu, Jiaying 2 Jamshidi, Pooyan 2 Ji, Qiang 2 Jia, Bochao 2 Liang, Faming 2 Liu, Sanyang 2 Liu, Yang 2 Lu, Shan 2 Marella, Daniela 2 Mateo, Juan L. 2 Musella, Flaminia 2 Oates, Chris J. 2 Pan, Wei 2 Qi, Xiaolong 2 Schlüter, Federico 2 Schulte, Oliver 2 Shen, Xiaotong 2 Shojaie, Ali 2 Solus, Liam T. 2 Stella, Fabio 2 Wang, Aiguo 2 Wang, Changzhang 2 Wang, Huiwen 2 Wu, Xindong 2 Yang, Jing 2 Yang, Youlong 2 You, Dianlong 2 Zhou, You 1 Acharya, Saurav 1 Acid, Silvia 1 Acosta-Mesa, Héctor Gabriel 1 Aghdam, Rosa 1 Allison, Lloyd 1 Ameca-Alducin, María Yaneli 1 Ammar, Sourour 1 An, Ning 1 Andersson, Björn 1 Argiento, Raffaele 1 Arshad, Hasan 1 Aslani, Babak 1 Bacciu, Davide 1 Baioletti, Marco 1 Balding, David Joseph 1 Bao, Le 1 Barrientos-Martínez, Rocío Erandi 1 Benikhlef, Sarah 1 Biswas, Rahul 1 Bodewes, Tjebbe 1 Borgelt, Christian 1 Bregoli, Alessandro 1 Brogini, Adriana 1 Brown, Gavin 1 Bühlmann, Peter 1 Busanello, Giuseppe 1 Cai, Ruichu 1 Carulla, Juan 1 Castelletti, Federico 1 Cene, Erhan 1 Champion, Magali 1 Chen, Daqing 1 Chen, Haiyan 1 Chen, Huanhuan 1 Chen, Qiqi 1 Chen, Wenyu 1 Chen, Zuozhou 1 Chobtham, Kiattikun 1 Chow, Christopher 1 Christophides, Vassilis 1 Claeskens, Gerda ...and 260 more Authors all top 5 Cited in 55 Serials 22 International Journal of Approximate Reasoning 14 Information Sciences 10 Journal of Machine Learning Research (JMLR) 10 Statistics and Computing 6 Machine Learning 5 Computational Statistics and Data Analysis 4 Data Mining and Knowledge Discovery 3 Journal of the American Statistical Association 3 Neural Computation 3 Journal of Statistical Computation and Simulation 3 Journal of Applied Statistics 2 Biometrics 2 Computational Statistics 2 Communications in Statistics. Theory and Methods 2 Test 2 The Journal of Artificial Intelligence Research (JAIR) 2 Electronic Journal of Statistics 2 Journal of Computational and Graphical Statistics 1 ACM Computing Surveys 1 Discrete Applied Mathematics 1 Physics Reports 1 Journal of Computer and System Sciences 1 Studia Logica 1 Theoretical Computer Science 1 New Generation Computing 1 Information and Computation 1 Computers & Operations Research 1 SIAM Journal on Discrete Mathematics 1 Neural Networks 1 Annals of Operations Research 1 Communications in Statistics. Simulation and Computation 1 Pattern Recognition 1 Computational and Applied Mathematics 1 Annals of Mathematics and Artificial Intelligence 1 INFORMS Journal on Computing 1 Mathematical Problems in Engineering 1 Soft Computing 1 Chaos 1 Wuhan University Journal of Natural Sciences (WUJNS) 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Foundations of Computational Mathematics 1 Journal of Applied Mathematics 1 Entropy 1 Quantum Information Processing 1 Statistical Applications in Genetics and Molecular Biology 1 Computational Biology and Chemistry 1 Statistical Methods and Applications 1 Journal of the Korean Statistical Society 1 Frontiers of Mathematics in China 1 Computational & Mathematical Methods in Medicine 1 Statistical Analysis and Data Mining 1 The Annals of Applied Statistics 1 Frontiers of Computer Science 1 Open Mathematics 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 16 Fields 100 Computer science (68-XX) 93 Statistics (62-XX) 11 Combinatorics (05-XX) 7 Biology and other natural sciences (92-XX) 6 Operations research, mathematical programming (90-XX) 5 Probability theory and stochastic processes (60-XX) 4 Numerical analysis (65-XX) 3 Information and communication theory, circuits (94-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Mathematical logic and foundations (03-XX) 1 Number theory (11-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Functional analysis (46-XX) 1 Convex and discrete geometry (52-XX) 1 Mechanics of particles and systems (70-XX) 1 Quantum theory (81-XX) Citations by Year