Data Mining and Knowledge Discovery Short Title: Data Min. Knowl. Discov. Publisher: Springer US, New York, NY ISSN: 1384-5810; 1573-756X/e Online: http://link.springer.com/journal/volumesAndIssues/10618 Documents Indexed: 439 Publications (since 2000) References Indexed: 401 Publications with 18,862 References. all top 5 Latest Issues 35, No. 6 (2021) 35, No. 5 (2021) 35, No. 4 (2021) 35, No. 3 (2021) 35, No. 2 (2021) 35, No. 1 (2021) 34, No. 6 (2020) 34, No. 5 (2020) 34, No. 4 (2020) 34, No. 3 (2020) 34, No. 2 (2020) 34, No. 1 (2020) 33, No. 6 (2019) 33, No. 5 (2019) 33, No. 4 (2019) 33, No. 3 (2019) 33, No. 2 (2019) 33, No. 1 (2019) 32, No. 6 (2018) 32, No. 5 (2018) 32, No. 4 (2018) 32, No. 3 (2018) 32, No. 2 (2018) 32, No. 1 (2018) 31, No. 6 (2017) 31, No. 5 (2017) 31, No. 4 (2017) 31, No. 3 (2017) 31, No. 2 (2017) 31, No. 1 (2017) 30, No. 6 (2016) 30, No. 5 (2016) 30, No. 4 (2016) 30, No. 3 (2016) 30, No. 2 (2016) 30, No. 1 (2016) 29, No. 6 (2015) 29, No. 5 (2015) 29, No. 3 (2015) 29, No. 2 (2015) 29, No. 1 (2015) 28, No. 5-6 (2014) 28, No. 4 (2014) 28, No. 3 (2014) 28, No. 2 (2014) 28, No. 1 (2014) 27, No. 3 (2013) 27, No. 2 (2013) 27, No. 1 (2013) 26, No. 3 (2013) 26, No. 2 (2013) 26, No. 1 (2013) 25, No. 3 (2012) 25, No. 2 (2012) 25, No. 1 (2012) 24, No. 3 (2012) 24, No. 2 (2012) 24, No. 1 (2012) 23, No. 3 (2011) 23, No. 2 (2011) 23, No. 1 (2011) 22, No. 3 (2011) 22, No. 1-2 (2011) 15, No. 3 (2007) 13, No. 2 (2006) 6, No. 2 (2002) 5, No. 4 (2001) 5, No. 3 (2001) 5, No. 1-2 (2001) 4, No. 4 (2000) 4, No. 1 (2000) all top 5 Authors 13 Keogh, Eamonn J. 12 Tatti, Nikolaj 10 Webb, Geoffrey I. 8 De Bie, Tijl 8 Gionis, Aristides 7 Lijffijt, Jefrey 6 Papapetrou, Panagiotis 6 Petitjean, François 6 Vreeken, Jilles 5 Bagnall, Anthony J. 5 Hullermeier, Eyke 5 Li, Tao 5 Pei, Jian 4 Bonchi, Francesco 4 Calders, Toon 4 Davidson, Ian 4 Kersting, Kristian 4 Kim, Minyoung 4 Provost, Foster 4 Puolamäki, Kai 4 Ramon, Jan 4 Yamanishi, Kenji 4 Zimek, Arthur 3 Appice, Annalisa 3 Batista, Gustavo E. A. P. A. 3 Bifet, Albert 3 Blockeel, Hendrik 3 Campello, Ricardo José Gabrielli Barreto 3 Dembczyński, Krzysztof 3 Duivesteijn, Wouter 3 Ferri, César 3 Gallinari, Patrick 3 Gama, João 3 Giudici, Paolo 3 Gullo, Francesco 3 Han, Jiawei 3 Hernández-Orallo, Jose 3 Hu, Bing 3 Ienco, Dino 3 Iwata, Tomoharu 3 Kostakis, Orestis 3 Lim, Ee-Peng 3 Lines, Jason 3 Meo, Rosa 3 Mueen, Abdullah 3 Pechenizkiy, Mykola 3 Pensa, Ruggero G. 3 Robardet, Céline 3 Spiliopoulou, Myra 3 Tagarelli, Andrea 3 Terzi, Evimaria 3 Tsaparas, Panayiotis 3 van Leeuwen, Matthijs 3 Waegeman, Willem 3 Wang, Shengrui 3 Yu, Philip S. 3 Zhu, Xingquan 2 Adams, Niall M. 2 Adriaens, Florian 2 Akoglu, Leman 2 Angiulli, Fabrizio 2 Antunes, Cláudia M. 2 Assent, Ira 2 Atzmüller, Martin 2 Baydogan, Mustafa Gokce 2 Bielza, Concha 2 Böhm, Klemens 2 Boley, Mario 2 Boulicaut, Jean-François 2 Candan, K. Selçuk 2 Cao, Longbing 2 Cao, Nan 2 Ceci, Michelangelo 2 Cerf, Loïc 2 Chen, Yanping 2 Chen, Zheng 2 Crouter, Scott E. 2 Cui, Peng 2 Cule, Boris 2 Davis, Jesse 2 Ding, Wei 2 Ding, Yifei 2 Domeniconi, Carlotta 2 Domingo-Ferrer, Josep 2 Du, Xin 2 Džeroski, Sašo 2 Fassetti, Fabio 2 Flach, Peter A. 2 Fromont, Élisa 2 Gámez, José Antonio 2 García-Soriano, David 2 Gharghabi, Shaghayegh 2 Goethals, Bart 2 Günnemann, Stephan 2 Hajian, Sara 2 Hao, Yuan 2 He, Jingrui 2 Heckerman, David E. 2 Henelius, Andreas 2 Henriques, Rui ...and 1,053 more Authors all top 5 Fields 353 Computer science (68-XX) 252 Statistics (62-XX) 51 Combinatorics (05-XX) 44 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 23 Operations research, mathematical programming (90-XX) 14 Linear and multilinear algebra; matrix theory (15-XX) 13 General and overarching topics; collections (00-XX) 11 Biology and other natural sciences (92-XX) 10 Numerical analysis (65-XX) 9 Probability theory and stochastic processes (60-XX) 4 Information and communication theory, circuits (94-XX) 2 Geophysics (86-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Geometry (51-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 207 Publications have been cited 747 times in 895 Documents Cited by ▼ Year ▼ Advances in instance selection for instance-based learning algorithms. 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Zbl 1259.05150Cheng, Hong; Zhou, Yang; Huang, Xin; Yu, Jeffrey Xu 4 2012 Projective clustering ensembles. Zbl 1267.68181Gullo, Francesco; Domeniconi, Carlotta; Tagarelli, Andrea 4 2013 Support measures for graph data. Zbl 1235.68200Vanetik, N.; Shimony, S. E.; Gudes, E. 4 2006 The effect of homogeneity on the computational complexity of combinatorial data anonymization. Zbl 1281.68120Bredereck, Robert; Nichterlein, André; Niedermeier, Rolf; Philip, Geevarghese 4 2014 Classifier evaluation and attribute selection against active adversaries. Zbl 1235.62067Kantarcıoğlu, Murat; Xi, Bowei; Clifton, Chris 4 2011 Fast density-weighted low-rank approximation spectral clustering. Zbl 1235.68187Shang, Fanhua; Jiao, L. C.; Shi, Jiarong; Gong, Maoguo; Shang, R. H. 4 2011 Measuring the component overlapping in the Gaussian mixture model. Zbl 1235.68194Sun, Haojun; Wang, Shengrui 4 2011 Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180Park, Sang-Hyeun; Fürnkranz, Johannes 4 2012 Informix under CONTROL: Online query processing. Zbl 1060.68585Hellerstein, Joseph M.; Avnur, Ron; Kaman, Vijayshankar 4 2000 A distributed approach for graph mining in massive networks. Zbl 1411.68123Talukder, N.; Zaki, M. J. 4 2016 Generalized random shapelet forests. Zbl 1416.62344Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik 4 2016 Speeding up similarity search under dynamic time warping by pruning unpromising alignments. Zbl 1416.62528Silva, Diego F.; Giusti, Rafael; Keogh, Eamonn; Batista, Gustavo E. A. P. A. 4 2018 Summarizing numeric spatial data streams by trend cluster discovery. Zbl 1403.68179Appice, Annalisa; Ciampi, Anna; Malerba, Donato 4 2015 Survey on distance metric learning and dimensionality reduction in data mining. Zbl 1403.68215Wang, Fei; Sun, Jimeng 4 2015 A preconditioned conjugate gradient algorithm for GeneRank with application to microarray data mining. 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Zbl 1411.68095Boley, Mario; Goldsmith, Bryan R.; Ghiringhelli, Luca M.; Vreeken, Jilles 1 2017 Measuring and moderating opinion polarization in social networks. Zbl 1411.91457Matakos, Antonis; Terzi, Evimaria; Tsaparas, Panayiotis 1 2017 Fast approximation of betweenness centrality through sampling. Zbl 1411.91458Riondato, Matteo; Kornaropoulos, Evgenios M. 6 2016 Optimizing network robustness by edge rewiring: a general framework. Zbl 1409.05190Chan, Hau; Akoglu, Leman 6 2016 Using dynamic time warping distances as features for improved time series classification. Zbl 1411.62255Kate, Rohit J. 5 2016 Characterizing concept drift. Zbl 1411.68127Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois 5 2016 A distributed approach for graph mining in massive networks. Zbl 1411.68123Talukder, N.; Zaki, M. J. 4 2016 Generalized random shapelet forests. Zbl 1416.62344Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik 4 2016 Exceptional model mining. Exceptional model mining, supervised descriptive local pattern mining with complex target concepts. Zbl 1411.68096Duivesteijn, Wouter; Feelders, Ad J.; Knobbe, Arno 3 2016 Classification of streaming time series under more realistic assumptions. Zbl 1411.62254Hu, Bing; Chen, Yanping; Keogh, Eamonn 3 2016 Time series representation and similarity based on local autopatterns. Zbl 1411.68093Baydogan, Mustafa Gokce; Runger, George 3 2016 Top-\(k\) overlapping densest subgraphs. Zbl 1411.68101Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj 3 2016 Locating the contagion source in networks with partial timestamps. Zbl 1411.68022Zhu, Kai; Chen, Zhen; Ying, Lei 3 2016 Scalable time series classification. Zbl 1416.62526Schäfer, Patrick 3 2016 Link prediction using time series of neighborhood-based node similarity scores. Zbl 1411.62268Güneş, İsmail; Gündüz-Öğüdücü, Şule; Çataltepe, Zehra 2 2016 Fast exhaustive subgroup discovery with numerical target concepts. Zbl 1411.68113Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank 2 2016 An efficient exact algorithm for triangle listing in large graphs. Zbl 1411.68086Lagraa, Sofiane; Seba, Hamida 2 2016 Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient CP and Tucker decompositions. Zbl 1409.68236Kim, Mijung; Candan, K. Selçuk 1 2016 Instance-level accuracy versus bag-level accuracy in multi-instance learning. Zbl 1411.68125Vanwinckelen, Gitte; Tragante do O, Vinicius; Fierens, Daan; Blockeel, Hendrik 1 2016 Identifying correlated heavy-hitters in a two-dimensional data stream. Zbl 1411.68112Lahiri, Bibudh; Mukherjee, Arko Provo; Tirthapura, Srikanta 1 2016 SONIC: streaming overlapping community detection. Zbl 1411.68148Sarıyüce, Ahmet Erdem; Gedik, Buğra; Jacques-Silva, Gabriela; Wu, Kun-Lung; Çatalyürek, Ümit V. 1 2016 Skopus: mining top-\(k\) sequential patterns under leverage. Zbl 1411.68119Petitjean, François; Li, Tao; Tatti, Nikolaj; Webb, Geoffrey I. 1 2016 Mining rooted ordered trees under subtree homeomorphism. Zbl 1411.68105Haghir Chehreghani, Mostafa; Bruynooghe, Maurice 1 2016 Exact and efficient top-\(K\) inference for multi-target prediction by querying separable linear relational models. Zbl 1416.62541Stock, Michiel; Dembczyński, Krzysztof; De Baets, Bernard; Waegeman, Willem 1 2016 Discovering outlying aspects in large datasets. Zbl 1416.62280Nguyen Xuan Vinh; Chan, Jeffrey; Romano, Simone; Bailey, James; Leckie, Christopher; Ramamohanarao, Kotagiri; Pei, Jian 1 2016 Time series classification with ensembles of elastic distance measures. Zbl 1405.68295Lines, Jason; Bagnall, Anthony 17 2015 The BOSS is concerned with time series classification in the presence of noise. Zbl 1405.68305Schäfer, Patrick 13 2015 Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Zbl 1405.65060Huang, Yakui; Liu, Hongwei; Zhou, Shuisheng 9 2015 Learning a symbolic representation for multivariate time series classification. Zbl 1403.68181Baydogan, Mustafa Gokce; Runger, George 5 2015 Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka 5 2015 Summarizing numeric spatial data streams by trend cluster discovery. Zbl 1403.68179Appice, Annalisa; Ciampi, Anna; Malerba, Donato 4 2015 Survey on distance metric learning and dimensionality reduction in data mining. Zbl 1403.68215Wang, Fei; Sun, Jimeng 4 2015 MassExodus: modeling evolving networks in harsh environments. Zbl 1405.68251Navlakha, Saket; Faloutsos, Christos; Bar-Joseph, Ziv 3 2015 Efficient and effective community search. Zbl 1405.68235Barbieri, Nicola; Bonchi, Francesco; Galimberti, Edoardo; Gullo, Francesco 3 2015 Mining outlying aspects on numeric data. Zbl 1405.68285Duan, Lei; Tang, Guanting; Pei, Jian; Bailey, James; Campbell, Akiko; Tang, Changjie 2 2015 Ranking episodes using a partition model. Zbl 1405.68308Tatti, Nikolaj 2 2015 A general framework for never-ending learning from time series streams. Zbl 1405.68281Chen, Yanping; Hao, Yuan; Rakthanmanon, Thanawin; Zakaria, Jesin; Hu, Bing; Keogh, Eamonn 2 2015 Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series. Zbl 1403.68190Hu, Bing; Rakthanmanon, Thanawin; Hao, Yuan; Evans, Scott; Lonardi, Stefano; Keogh, Eamonn 1 2015 Inhibiting diffusion of complex contagions in social networks: theoretical and experimental results. Zbl 1405.91522Kuhlman, Chris J.; Anil Kumar, V. S.; Marathe, Madhav V.; Ravi, S. S.; Rosenkrantz, Daniel J. 1 2015 Detecting anomaly collections using extreme feature ranks. Zbl 1405.62050Dai, Hanbo; Zhu, Feida; Lim, Ee-Peng; Pang, HweeHwa 1 2015 On measuring similarity for sequences of itemsets. Zbl 1405.68462Egho, Elias; Raïssi, Chedy; Calders, Toon; Jay, Nicolas; Napoli, Amedeo 1 2015 Evolutionary soft co-clustering: formulations, algorithms, and applications. Zbl 1405.62087Zhang, Wenlu; Li, Rongjian; Feng, Daming; Chernikov, Andrey; Chrisochoides, Nikos; Osgood, Christopher; Ji, Shuiwang 1 2015 Multi-period classification: learning sequent classes from temporal domains. Zbl 1405.68291Henriques, Rui; Madeira, Sara C.; Antunes, Cláudia 1 2015 Evaluation measures for hierarchical classification: a unified view and novel approaches. Zbl 1405.62079Kosmopoulos, Aris; Partalas, Ioannis; Gaussier, Eric; Paliouras, Georgios; Androutsopoulos, Ion 1 2015 Finding the longest common sub-pattern in sequences of temporal intervals. Zbl 1405.68464Kostakis, Orestis; Papapetrou, Panagiotis 1 2015 Clustering Boolean tensors. Zbl 1405.68298Metzler, Saskia; Miettinen, Pauli 1 2015 Generalization of clustering agreements and distances for overlapping clusters and network communities. Zbl 1405.62084Rabbany, Reihaneh; Zaïane, Osmar R. 1 2015 Properties of the sample estimators used for statistical normalization of feature vectors. Zbl 1405.62082Prostov, Mikhail Y.; Suarez-Alvarez, Maria M.; Prostov, Yuriy I. 1 2015 ...and 107 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,223 Authors 10 Webb, Geoffrey I. 9 Le Thi, Hoai An 9 Pham Dinh Tao 8 Corander, Jukka 8 De Bie, Tijl 7 Bělohlávek, Radim 7 Jiao, Licheng 7 Keogh, Eamonn J. 7 Niedermeier, Rolf 7 Tatti, Nikolaj 7 Trnecka, Martin 7 Vreeken, Jilles 6 Bagnall, Anthony J. 6 Herrera, Francisco 6 Hullermeier, Eyke 6 Nichterlein, André 6 Pensar, Johan 6 Zimek, Arthur 5 Bifet, Albert 5 Dai, Yu-Hong 5 Lijffijt, Jefrey 5 Liu, Xinwei 5 Liu, Yufeng 5 Lu, Jie 5 Nyman, Henrik 5 Petitjean, François 5 Shang, Fanhua 5 van Leeuwen, Matthijs 4 Calders, Toon 4 Epifanio, Irene 4 Fürnkranz, Johannes 4 Huang, Yakui 4 Koski, Timo J. T. 4 Outrata, Jan 4 Poncelet, Pascal 4 Tagarelli, Andrea 4 Torra, Vicenç 4 Trafalis, Theodore B. 4 Wu, Weili 3 Beliakov, Gleb 3 Berzal, Fernando 3 Bredereck, Robert 3 Cornelis, Chris 3 Cubero, Juan-Carlos 3 Cule, Boris 3 De Baets, Bernard 3 De Raedt, Luc 3 Džeroski, Sašo 3 Goethals, Bart 3 Gullo, Francesco 3 Guo, Qiang 3 Ho, Vinh Thanh 3 Ienco, Dino 3 Liang, Jiye 3 Lines, Jason 3 Liu, Jian Guo 3 Mangasarian, Olvi L. 3 Ng, Michael Kwok-Po 3 Pechenizkiy, Mykola 3 Ramon, Jan 3 Sánchez, Daniel Eduardo 3 Srinivasan, Ashwin 3 Tao, Dacheng 3 Tran, Thi Thuy 3 Wu, Xindong 3 Yu, Hwanjo 3 Zeng, Donglin 3 Zhang, Guangquan 3 Zhang, Hongchao 3 Zhu, Ji 3 Zhu, Yuqing 2 Achar, Avinash 2 Akrida, Eleni C. 2 Aloise, Daniel 2 Alonso-Barba, Juan I. 2 Appice, Annalisa 2 Atzmüller, Martin 2 Banerjee, Arindam 2 Baydogan, Mustafa Gokce 2 Benati, Stefano 2 Bentert, Matthias 2 Berger, Moritz 2 Bielza, Concha 2 Bioch, Jan C. 2 Blanchard, Simon J. 2 Blockeel, Hendrik 2 Boley, Mario 2 Boongoen, Tossapon 2 Boulle, Marc 2 Camacho, Rui 2 Campello, Ricardo José Gabrielli Barreto 2 Carman, Mark J. 2 Carpita, Maurizio 2 Carrizosa, Emilio 2 Ceci, Michelangelo 2 Chaabane, Ikram 2 Chen, Andrew N. K. 2 Chen, Huaihou 2 Cheng, Hong 2 Cheng, Weiwei ...and 2,123 more Authors all top 5 Cited in 208 Journals 151 Data Mining and Knowledge Discovery 65 Machine Learning 40 Information Sciences 26 Pattern Recognition 18 European Journal of Operational Research 17 Neural Computation 13 Advances in Data Analysis and Classification. 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Journal of Experimental & Theoretical Artificial Intelligence 4 Communications in Statistics. Simulation and Computation 4 Communications in Statistics. Theory and Methods 4 Journal of Mathematical Imaging and Vision 4 SIAM Journal on Scientific Computing 4 International Journal of Computer Vision 4 The Journal of Artificial Intelligence Research (JAIR) 4 Journal of Intelligent and Fuzzy Systems 4 International Journal of Computational Intelligence and Applications 4 EURASIP Journal on Advances in Signal Processing 4 Algorithms 4 Journal of Computational and Graphical Statistics 4 Computer Science Review 3 ACM Computing Surveys 3 Discrete Applied Mathematics 3 The Annals of Statistics 3 Journal of Classification 3 New Generation Computing 3 Journal of Statistical Computation and Simulation 3 Proceedings of the National Academy of Sciences of the United States of America 3 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 3 Advances in Computational Mathematics 3 Computational Geosciences 3 Journal of Systems Science and Complexity 3 International Journal of Wavelets, Multiresolution and Information Processing 3 Optimization Letters 3 Computational & Mathematical Methods in Medicine 3 Mathematical Geosciences 2 Physics Reports 2 Scandinavian Journal of Statistics 2 Chaos, Solitons and Fractals 2 Journal of Computational and Applied Mathematics 2 Circuits, Systems, and Signal Processing 2 Optimization 2 Journal of Computer Science and Technology 2 Algorithmica 2 Information and Computation 2 International Journal of Intelligent Systems 2 Journal of Scientific Computing 2 International Journal of Computational Geometry & Applications 2 International Journal of Foundations of Computer Science 2 Mathematical Programming. 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Series B 2 Test 2 Complexity 2 Bernoulli 2 INFORMS Journal on Computing 2 Nonlinear Dynamics 2 Wuhan University Journal of Natural Sciences (WUJNS) 2 Communications in Nonlinear Science and Numerical Simulation 2 Fundamenta Informaticae 2 Optimization and Engineering 2 Theory and Practice of Logic Programming 2 Journal of Applied Mathematics 2 Entropy ...and 108 more Journals all top 5 Cited in 37 Fields 547 Computer science (68-XX) 407 Statistics (62-XX) 125 Operations research, mathematical programming (90-XX) 70 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 67 Numerical analysis (65-XX) 63 Combinatorics (05-XX) 27 Biology and other natural sciences (92-XX) 26 Linear and multilinear algebra; matrix theory (15-XX) 26 Information and communication theory, circuits (94-XX) 18 Systems theory; control (93-XX) 16 Probability theory and stochastic processes (60-XX) 10 Geophysics (86-XX) 8 Statistical mechanics, structure of matter (82-XX) 7 Dynamical systems and ergodic theory (37-XX) 4 General and overarching topics; collections (00-XX) 4 Order, lattices, ordered algebraic structures (06-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 3 Quantum theory (81-XX) 2 Mathematical logic and foundations (03-XX) 2 Real functions (26-XX) 2 Partial differential equations (35-XX) 2 Functional analysis (46-XX) 2 Operator theory (47-XX) 2 Mechanics of deformable solids (74-XX) 2 Astronomy and astrophysics (85-XX) 2 Mathematics education (97-XX) 1 History and biography (01-XX) 1 Commutative algebra (13-XX) 1 Algebraic geometry (14-XX) 1 Measure and integration (28-XX) 1 Special functions (33-XX) 1 Approximations and expansions (41-XX) 1 Integral transforms, operational calculus (44-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Fluid mechanics (76-XX) 1 Optics, electromagnetic theory (78-XX) Citations by Year