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Experimental Algorithmics (JEA)

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In Memoriam

Editorial, SEA 2014 Special Issue

A Branch-Price-and-Cut Algorithm for Packing Cuts in Undirected Graphs

The cut packing problem in an undirected graph is to find a largest cardinality collection of pairwise edge-disjoint cuts. We provide the first... (more)

Experimental Evaluation of a Branch-and-Bound Algorithm for Computing Pathwidth and Directed Pathwidth

Path decompositions of graphs are an important ingredient of dynamic programming algorithms for... (more)

Evaluation of Labeling Strategies for Rotating Maps

We consider the following problem of labeling points in a dynamic map that allows rotation. We are given a set of feature points in the plane labeled... (more)

Customizable Contraction Hierarchies

We consider the problem of quickly computing shortest paths in weighted graphs. Often, this is achieved in two phases: (1) derive auxiliary data in an expensive preprocessing phase, and (2) use this auxiliary data to speed up the query phase. By adding a fast weight-customization phase, we extend Contraction Hierarchies to support a three-phase... (more)

Tree-Based Coarsening and Partitioning of Complex Networks

A hierarchy of increasingly coarse versions of a network allows one to represent the network on multiple scales at the same time. Often, the... (more)

LCP Array Construction in External Memory

One of the most important data structures for string processing—the suffix array—needs to be augmented with the longest-common-prefix (LCP) array in numerous applications. We describe the first external memory algorithm for constructing the LCP array given the suffix array as input. The only previous way to compute the LCP array for... (more)

Faster Compressed Suffix Trees for Repetitive Collections

Recent compressed suffix trees targeted to highly repetitive sequence collections reach excellent compression performance, but operation times are... (more)

Practical Algorithms for Finding Extremal Sets

The minimal sets within a collection of sets are defined as the ones that do not have a proper subset within the collection, and the maximal sets are the ones that do not have a proper superset within the collection. Identifying extremal sets is a fundamental problem with a wide range of applications in SAT solvers, data mining, and social network... (more)

NEWS

In Memoriam: David S. Johnson

http://dl.acm.org/citation.cfm?id=2907073

About JEA

The Journal of Experimental Algorithmics (ISSN 1084-6654) is published by The Association for Computing Machinery. The journal is entirely paperless. It contains refereed articles organized by volume and article number, together with software and data files that accompany most articles.

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Forthcoming Articles
Implementing Efficient All Solutions SAT Solvers

All solutions SAT (AllSAT for short) is a variant of propositional satisfiability problem. Despite its significance, AllSAT has been relatively unexplored compared to other variants. We thus survey and discuss major techniques of AllSAT solvers. We faithfully implement them and conduct comprehensive experiments using a large number of instances and various types of solvers including one of the few public softwares. The experiments reveal solver's characteristics. Our implemented solvers are made publicly available so that other researchers can easily develop their solver by modifying our codes and compare it with existing methods.

Introduction to Special Issue ALENEX 2013

Numerical Algorithm for Pólya Enumeration Theorem

Although the Pólya enumeration theorem has been used extensively for decades, an optimized, purely numerical algorithm for calculating its coefficients is not readily available. We present such an algorithm for finding the number of unique colorings of a finite set under the action of a finite group.

Inducing Suffix and LCP Arrays in External Memory

We consider full text index construction in external memory (EM). Our first contribution is an inducing algorithm for suffix arrays in external memory, which runs in sorting complexity. Practical tests show that this algorithm outperforms the previous best EM suffix sorter [Dementiev et al., JEA 2008] by a factor of about two in time and I/O-volume. Our second contribution is to augment the first algorithm to also construct the array of longest common prefixes (LCPs). This yields a new internal memory LCP array construction algorithm, and the first EM construction algorithm for LCP arrays. The overhead in time and I/O volume for this extended algorithm over plain suffix array construction is roughly two. Our algorithms scale far beyond problem sizes previously considered in the literature (text size of 80 GiB using only 4 GiB of RAM in our experiments).

Short and Simple Cycle Separators in Planar Graphs

We provide an implementation of an algorithm that, given a triangulated planar graph with m edges, returns a simple cycle that is a 3/4-balanced separator consisting of at most (8m) edges. An efficient construction of a short and balanced separator that forms a simple cycle is essential in numerous planar graph algorithms, e.g., for computing shortest paths, minimum cuts, or maximum flows. To the best of our knowledge, this is the first implementation of such a cycle separator algorithm with a worst-case guarantee on the cycle length. We evaluate the performance of our algorithm and compare it to the planar separator algorithms studied by Holzer et al. [ESA 2005, ACM Journal of Experimental Algorithms 2009]. Out of these algorithms, only the Fundamental Cycle Separator (FCS) produces a simple cycle separator. However, FCS does not provide a worst-case size guarantee. We demonstrate that (i) our algorithm is competitive across all test cases in terms of running time, balance, and cycle length, (ii) it provides worst-case guarantees on the cycle length, significantly outperforming FCS on some instances, and (iii) it scales to large graphs.

Bibliometrics

Publication Years 1996-2016
Publication Count 279
Citation Count 1431
Available for Download 279
Downloads (6 weeks) 1153
Downloads (12 Months) 10966
Downloads (cumulative) 143913
Average downloads per article 516
Average citations per article 5
First Name Last Name Award
Jose Nelson Amaral ACM Distinguished Member (2014)
ACM Senior Member (2012)
Lars Arge ACM Distinguished Member (2009)
Achi Brandt SIAM/ACM Prize in Computational Science and Engineering (2005)
Martin Dietzfelbinger ACM Distinguished Member (2011)
Vladimir Estivill-Castro ACM Senior Member (2015)
Lane A Hemaspaandra ACM Distinguished Member (2007)
David Karger ACM Doctoral Dissertation Award (1994)
Donald E Knuth ACM Software System Award (1986)
ACM A. M. Turing Award (1974)
ACM Grace Murray Hopper Award (1971)
Igor Markov ACM Distinguished Member (2011)
ACM Senior Member (2007)
Kurt Mehlhorn ACM Paris Kanellakis Theory and Practice Award (2010)
Gary L Miller ACM Paris Kanellakis Theory and Practice Award (2003)
P J Narayanan ACM Presidential Award (2013)
Binoy Ravindran ACM Distinguished Member (2014)
Sartaj K Sahni ACM Karl V. Karlstrom Outstanding Educator Award (2003)
Subhash Suri ACM Distinguished Member (2007)
Robert E Tarjan ACM Paris Kanellakis Theory and Practice Award (1999)
ACM A. M. Turing Award (1986)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010) ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010)

First Name Last Name Paper Counts
Dorothea Wagner 13
Gonzalo Navarro 11
Peter Sanders 10
Frank Schulz 6
Renato Werneck 5
Christos Zaroliagis 5
Markus Chimani 5
Daniel Delling 4
Nicholas Nash 4
Ranjan Sinha 4
David Gregg 4
Justin Zobel 4
Petra Mutzel 4
Lars Arge 4
Thomas Willhalm 4
Giuseppe Italiano 3
Irene Finocchi 3
Daniele Frigioni 3
Martin Holzer 3
David Bader 3
Jan Vahrenhold 3
Laura Toma 3
Dan Halperin 3
Philippas Tsigas 3
Richard Ladner 3
Kimmo Fredriksson 3
Andrew Goldberg 3
Jeffrey Vitter 2
David Eppstein 2
Gerth Brodal 2
Sriram Pemmaraju 2
Jyrki Katajainen 2
David Helman 2
Matthias Müller-Hannemann 2
Alexander Schwartz 2
Camil Demetrescu 2
Rolf Fagerberg 2
Carsten Gutwenger 2
Ilya Safro 2
Rodrigo González 2
Xiaodong Zhang 2
Joachim Gudmundsson 2
Robert Tarjan 2
Michiel Smid 2
Robert Görke 2
Juha Kärkkäinen 2
Simon Puglisi 2
Anthony Wirth 2
Ivor Spence 2
Matthias Stallmann 2
Boris Cherkassky 2
Sartaj Sahni 2
Julian Dibbelt 2
Benjamin Doerr 2
Gabriel Moruz 2
Dennis Schieferdecker 2
Thomas Pajor 2
Joseph Mitchell 2
David Manlove 2
David Coudert 2
Sándor Fekete 2
Klaus Jansen 2
Robert Geisberger 2
Julian Ullmann 2
Karsten Weihe 2
João Setubal 2
Jörg Schwerdt 2
Dinesh Mehta 2
Mikhail Atallah 2
Alejandro López-Ortíz 2
Marco Lübbecke 2
Jordi Petit 2
Joseph JáJá 2
John Hershberger 2
Robert Irving 2
Madhav Marathe 2
Naila Rahman 2
Dimitrios Michail 2
Reinhard Bauer 2
Paolo Ferragina 2
Adam Buchsbaum 2
Herman Haverkort 2
Rajiv Wickremesinghe 2
Ravi Janardan 2
Rajeev Raman 2
Kurt Mehlhorn 2
Rajiv Raman 2
Igor Markov 2
Dominik Schultes 2
Christian Schulz 2
Marina Barsky 1
Johannes Langguth 1
Achi Brandt 1
Ioannis Krommidas 1
CléMence Magnien 1
Rossano Venturini 1
Jacob Christensen 1
Rolf Niedermeier 1
Jens Gramm 1
Telikepalli Kavitha 1
Iddo Hanniel 1
Klaus Brengel 1
Mathieu Raffinot 1
Hans Lenhof 1
Aaron Lindsay 1
Binoy Ravindran 1
P Narayanan 1
Charles Fayle 1
Marcel Ackermann 1
Giulio Pasqualone 1
Jakob Magun 1
Mehdi Mirzazadeh 1
Stavros Kolliopoulos 1
Luizsatoru Ochi 1
Haroldo Santos 1
Cid De Souza 1
David Ring 1
Hristo Djidjev 1
Paul Castillo 1
Birk Schütz 1
Andrew Danner 1
Sha Teh 1
Kiemphong Vo 1
Bryant Julstrom 1
Alejandro Salinger 1
Kashyap Dixit 1
Tyler Lu 1
Dan Dumitriu 1
Loukas Georgiadis 1
Maria Kandyba 1
Dennis Luxen 1
Daniel Valenzuela 1
Magnus Wahlström 1
Rob Bisseling 1
Annalisa Occhipinti 1
Jari Kytöjoki 1
Seonghun Cho 1
Laura Heinrich-Litan 1
Balachannder Kirishnamurthy 1
Vladimir Estivill-Castro 1
Jesu´s De Loera 1
Mohammad Farshi 1
Karina Figueroa 1
Andrei Negoescu 1
Gustavo Galvao 1
Zanoni Dias 1
B Auer 1
Claudio Angione 1
Asaf Frieder 1
Tomasz Jurkiewicz 1
Nathann Cohen 1
Martin Marinov 1
Anthony LaMarca 1
Bradley Smith 1
Thomas Sauerwald 1
Marco Bressan 1
Chris Unsworth 1
Gary Miller 1
Leonid Boytsov 1
Jun Umemoto 1
Bianca Schröder 1
Filippo Neri 1
N Eiron 1
T Erlebach 1
Kai Nagel 1
Christian Staudt 1
Umberto Ferraro-Petrillo 1
Christian Vetter 1
Sven Leyffer 1
Vincenzo Liberatore 1
Tobias Miller 1
Martin Zachariasen 1
Andrey Chernikov 1
Harold Gabow 1
Martin Huhne 1
Mark Marron 1
Roman Dementiev 1
Kristoffer Vinther 1
Yuanxin Liu 1
Nora Reyes 1
Nikolas Askitis 1
Christian Laforest 1
Andreas Larsson 1
Marina Papatriantafilou 1
Keqin Li 1
Subhash Suri 1
Paul Biggar 1
Amr Elmasry 1
Marko Samer 1
Tami Tamir 1
Tetsuo Shibuya 1
Jeffrey Blanchard 1
Christian Bachmaier 1
Adan Cosgaya-Lozano 1
Tobias Baumgartner 1
Christoph Raupach 1
Kamil Swierkot 1
Christian Sohler 1
Arne Andersson 1
Mario Ioffreda 1
Heikki Hyyrö 1
Sriram Penumatcha 1
Nahri Moreano 1
Paul Kelly 1
Justin Goshi 1
Lyudmil Aleksandrov 1
Fláviokeidi Miyazawa 1
Paola Festa 1
Eric Breimer 1
Ulrik Brandes 1
Ian Thng 1
Allison O'Hair 1
Friedrich Eisenbrand 1
Felix Putze 1
Alexander Tiskin 1
Matthias Englert 1
Matthias Westermann 1
Rodrigo Paredes 1
Veli Mäkinen 1
Salvador Roura 1
J Munro 1
Girishkumar Sabhnani 1
Giuseppe Ottaviano 1
Christian Neumann 1
Leo Liberti 1
Héctor Ferrada 1
Martin Nöllenburg 1
Nicolas Nisse 1
Ramanathan Muthuganapathy 1
Arthur Gittleman 1
Mircea Pacsosi 1
Enoch Peserico 1
Werner Backes 1
Fabrizio Grandoni 1
Ittai Abraham 1
Khaled Elbassioni 1
Matthias Stallmann 1
Djamal Belazzougui 1
Paolo Boldi 1
Simon Gog 1
Enno Ohlebusch 1
Hariharan Rahul 1
Joel Earnest-Deyoung 1
Bryan Bradley 1
Chris Upton 1
Fredrik Manne 1
Diego Arroyuelo 1
François Delbot 1
Mark Lanthier 1
Matthieu Latapy 1
Ivo Hedtke 1
Roland Glantz 1
Alberto Pereira 1
Dominik Kempa 1
Dorian Mazauric 1
Giuseppe Cattaneo 1
Martin Held 1
Tobias Friedrich 1
Clifford Stein 1
Richard Peng 1
Ildikó Schlotter 1
Yasuo Okabe 1
André Rohe 1
Thomas Erlebach 1
Olivier Spanjaard 1
Charalampos Kouzinopoulos 1
Christos Zaroliagis 1
Giri Narasimhan 1
Debabrata Ghosh 1
Roberto Battiti 1
Stefan Huber 1
Guido Schäfer 1
Nasir Rajpoot 1
Yossi Matias 1
Mikkel Thorup 1
Christoph Weidling 1
Bruno Codenotti 1
Tobias Jacobs 1
Wady Naanaa 1
Amotz Bar-Noy 1
Jiong Guo 1
Jonathan Crabtree 1
Katakam Krishna 1
Esther Ezra 1
Jyothish Soman 1
Kai Bader 1
Vassilis Tsotras 1
John Ennis 1
Eduardo Uchoa 1
Christiane Lammersen 1
Philipp Hungerländer 1
David Andersen 1
Conrado Martínez 1
Alexandre Tarassov 1
Rajeev Raman 1
Ulrich Meyer 1
Jesper Bojesen 1
Oliver Kohlbacher 1
Bastian Katz 1
Tolu Alabi 1
Wolfgang Brunner 1
Michael Rice 1
Alexander Kröller 1
Iulian Moraru 1
Isabelle Stanton 1
Stefan Nilsson 1
Umberto Nanni 1
Joe Marks 1
Andre Lima 1
Michael Penner 1
Eric Johnson 1
Paul Martin 1
Viktor Prasanna 1
Lane Hemaspaandra 1
Azzedine Boukerche 1
Alba De Melo 1
Christian Mazza 1
Pierre Leone 1
Rolf Möhring 1
Francis Suraweera 1
Jon Lee 1
Wolfgang Gerlach 1
Volker Weichert 1
Robert Zeranski 1
Guido Proietti 1
Martin Bergner 1
Jiju Peethambaran 1
Aurelien Lancin 1
Raffaele Giancarlo 1
Murray James 1
Charalampos Tsourakakis 1
Kazuo Iwama 1
Walter Tietze 1
Michael Rodeh 1
Pascal Maillard 1
Stefan Canzar 1
Jon Lee 1
Rasmus Pagh 1
David Karger 1
Raj Iyer 1
Arathi Ramani 1
David Alberts 1
Marvin Künnemann 1
Cosmin Negruseri 1
Cristian Strat 1
Andreas Noack 1
Lionel Tabourier 1
Jean Cointet 1
Maria Tsiarli 1
Susanne Wetzel 1
Alain Hertz 1
Jeffrey Chase 1
I Steinwarts 1
Matthias Müller-Hannemann 1
Charles Delort 1
Pierre Bonami 1
Andreas Wächter 1
David Williamson 1
Sebastiano Vigna 1
Randolf Rotta 1
Andriy Kot 1
Nikos Chrisochoides 1
Roberto Tamassia 1
Michael Bender 1
Michael Maniscalco 1
Hoiming Wong 1
Tsuojung Wang 1
Dorit Ron 1
Michel Habib 1
Kevin Williams 1
Nisheeth Shrivastava 1
Sylvain Lelait 1
Georg Gottlob 1
Falk Hüffner 1
Oren Nechushtan 1
Uzi Vishkin 1
Kishore Kothapalli 1
Andreas Gleißner 1
Charles Reams 1
Christiane Schmidt 1
Tomasz Radzik 1
Mohammad Safari 1
Guido Araújo 1
Jürgen Branke 1
Yong Yan 1
Leonidas Pitsoulis 1
Karsten Tiemann 1
Panagiota Panagopoulou 1
Stéphane Pérennès 1
Piyush Kumar 1
Gayathri Venkataraman 1
José Amaral 1
Robert Holte 1
Apichat Heednacram 1
Grigorios Prasinos 1
Johannes Singler 1
Heiko Röglin 1
Edgar Chávez 1
Niko Välimäki 1
María Serna 1
Carme Àlvarez 1
Ivana Ljubić 1
Amitabh Basu 1
Henning Meyerhenke 1
Andreas Gemsa 1
Roberto Grossi 1
Donald Knuth 1
Robert Cohen 1
Gregory Heileman 1
Dmitriy Morozov 1
Russell Schwartz 1
Daisuke Kawai 1
Patrick Stiegeler 1
Francine Herrmann 1
Isabelle Lassous 1
Klaus Hinrichs 1
A Smith 1
Edmund Burke 1
Jayanth Majhi 1
Sun Kim 1
Kenneth Rice 1
Daniel Huson 1
Scott Nettles 1
Gernot Batz 1
Julián Mestre 1
Tina Kouri 1
Chandrashekhar Nagarajan 1
Martin Dietzfelbinger 1
Bernard Moret 1
Kasturi Varadarajan 1
Evangelia Pyrga 1
Marco Pellegrini 1
Giordano Fusco 1
Ulrike Stege 1
Doron Nussbaum 1
Yi Zhuang 1
Andrew Kahng 1
Eyal Flato 1
Dascal Vishkin 1
Matthew Dellinger 1
Bradley Gordon 1
Russel Steinbach 1
Deepak Ajwani 1
Marcus Märtens 1
Ali Pınar 1
Michael Mitzenmacher 1
Amalia Duch 1
Celso Ribeiro 1
Simone Martins 1
Jorge Stolfi 1
Ivaylo Ilinkin 1
Marius Zimand 1
Torsten Fahle 1
José Rolim 1
E Yıldırım 1
Jia Wang 1
Larry Risinger 1
Alessandro Panconesi 1
Daniel Cederman 1
DarrenTroy Lim 1
Jens Maue 1
Stefan Funke 1
Nikola Milosavljević 1
Tom Coleman 1
Gregg O’malley 1
Kurt Mehlhorn 1
Emanuele Fusco 1
Mattia D'Emidio 1
Amal Parakkat 1
Jonas Witt 1
Chaouki Abdallah 1
Siamak Tazari 1
Barbara Stanley 1
Paolo Bertasi 1
Herbert Edelsbrunner 1
Camille Roth 1
Patrick Prosser 1
Péter Biró 1
Shuichi Miyazaki 1
Stefan Edelkamp 1
Susanne Albers 1
Jens Gustedt 1
Tandy Warnow 1
Konstantinos Margaritis 1
Darren Strash 1
Marco Protasi 1
Cenk Sahinalp 1
Tadayoshi Kohno 1
Jens Mehnert 1
Andrew Leaver-Fay 1
Jack Snoeyink 1
Fadi Aloul 1
Karem Sakallah 1
Catherine McGeoch 1
Abdelrahman Hammad 1
Andrew Caldwell 1
Matthew Levine 1
Andreas Crauser 1
Stefan Kubricht 1
Li Xiao 1
Maz Spork 1
Nicolas Boghossian 1
Norbert Zeh 1
Matthias Muller-Hannemann 1
Daniel Ennis 1
A McMahon 1
Hossein Sheikhattar 1
Jingde Du 1
Marcone Souza 1
Nikola Nikolov 1
David Pearce 1
Jorma Tarhio 1
Leena Salmela 1
Anil Maheshwari 1
Hua Guo 1
Luis Meira 1
Ioannis Ioannidis 1
Ananth Grama 1
Panos Pardalos 1
Heiko Schilling 1
Mark Goldberg 1
Srabani Mukhopadhyaya 1
Robert Niewiadomski 1
Rick Goh 1
Vladimir DeıNeko 1
Leonor Frias 1
Dominik Kirchler 1
Roberto Calvo 1
Marco Finocchi 1
Stefano Leucci 1
Alaubek Avdil 1
Helen Purchase 1
Freek Walderveen 1
Bei Wang 1
Henk Meijer 1
Shibu Yooseph 1
Riko Jacob 1
Andrea Schumm 1
Micha Hofri 1
Maarten Löffler 1
Franc Brglez 1
Krister Swenson 1
Benton McCune 1
Xueyi Wang 1
Geetha Jagannathan 1
Krishnan Pillaipakkamnatt 1
Thomas Hazel 1
Alex Thomo 1
Anders Gidenstam 1
Phuonghoai Ha 1
Idit Haran 1
Arlindo Da Conceição 1
Christian Grothoff 1
Renato Werneck 1
Guy Blelloch 1
Neal Lesh 1
Michael JüNger 1
Evandro Bracht 1
Kulathur Rajasethupathy 1
Prasanna Sethupathy 1
Mauricio Resende 1
Paul Spirakis 1
Michele Flammini 1
Alfredo Navarra 1
Paul Albuquerque 1
Glenn Fowler 1
David Haws 1
Andreas Karrenbauer 1
Chihao Xu 1
Jérémy Barbay 1
Domagoj Matijević 1
Dorothea Wagner 1
Martin Kutz 1
Andrea Kappes 1
Giuseppe Nicosia 1
Liam Roditty 1
Annalisa D'Andrea 1
Ignaz Rutter 1
Ben Strasser 1

Affiliation Paper Counts
Universidad de A Coruna 1
Brooklyn College 1
University of Cologne 1
Bulgarian Academy of Sciences 1
Universite Paris-Sud XI 1
University of Brasilia 1
University of California, Berkeley 1
University College Cork 1
University of Utah 1
University of Vienna 1
Lawrence Livermore National Laboratory 1
Swiss Institute of Bioinformatics 1
Clemson University 1
University of Oxford 1
University of Rochester 1
University of Roma Tor Vergata 1
Hungarian Academy of Sciences 1
University of Eastern Piedmont Amedeo Avogadro, Alessandria 1
Swiss Federal Institute of Technology, Lausanne 1
University of Memphis 1
Argonne National Laboratory 1
University of Ottawa, Canada 1
University of Athens 1
Research Organization of Information and Systems National Institute of Informatics 1
Laboratoire d'Informatique de l'Ecole Polytechnique 1
Lund University 1
University of California, Santa Barbara 1
University of Miami 1
NICTA 1
Budapest University of Technology and Economics 1
Technical University of Ilmenau 1
Columbia University 1
Universite d' Evry Val d'Essonne 1
Johannes Gutenberg University Mainz 1
Curtin University of Technology, Perth 1
Michoacan University of Saint Nicholas of Hidalgo 1
Alexandria University 1
Universite Nice Sophia Antipolis 1
York University Canada 1
University of Monastir 1
American University of Sharjah 1
European Patent Office 1
Bell Labs Research Center, India 1
Masdar Institute of Science and Technology 1
Aix Marseille Universite 1
Rhodes College 1
University of Colorado at Boulder 1
University of Michigan 1
The Johns Hopkins School of Medicine 1
Universite Blaise Pascal 1
National University of San Luis 1
Victoria University of Wellington 1
IBM India Research Laboratory New Delhi 1
Cigital 1
University of Applied Sciences of Karlsruhe 1
University of Illinois 1
Ecole Normale Superieure de Lyon 1
University of Minnesota System 1
University of North Alabama 1
University of Western Macedonia 1
Northwestern University 1
University of Bonn 1
SUNY Brockport 1
University of South Florida Tampa 1
Cornell University 1
Federal University of Mato Grosso do Sul 1
University of Limerick 1
Harvard University 1
University of Catania 1
The University of British Columbia 1
University of Newcastle, Australia 1
University of Ulm 1
IBM Research 1
State University of New York at New Paltz 1
Georgia Southwestern State University 1
University of Tampere 1
Worcester Polytechnic Institute 1
Harokopio University 1
The Interdisciplinary Center Herzliya 1
Martin Luther University of Halle-Wittenberg 1
Indian Institute of Science 1
Sandia National Laboratories 1
Imperial College London 1
Aristotle University of Thessaloniki 1
University of Pittsburgh 1
University of Bielefeld 1
Robert Bosch GmbH 1
University of Trento 1
Queen's University, Kingston 1
St. Cloud State University 1
University of Tubingen 1
University of Naples Federico II 1
IBM Thomas J. Watson Research Center 1
University of Palermo 1
Vienna University of Technology 1
Josip Juraj Strossmayer University of Osijek 1
Simon Fraser University 1
IT University of Copenhagen 1
Polytechnic School of Montreal 1
Georgia Institute of Technology 1
Alpen-Adria-Universit¿¿t Klagenfurt 1
Italian National Research Council 1
University of Tromso 1
Ernst Moritz Arndt University of Greifswald 1
Russian Academy of Sciences 1
Southern Westphalia University of Applied Sciences 1
Indian Institute of Technology, Kanpur 1
University of Durham 1
Federal University of Ouro Preto 1
International Institute of Information Technology Hyderabad 2
Case Western Reserve University 2
University of Munster 2
University of Macedonia 2
University of Bucharest 2
Bar-Ilan University 2
University of Salzburg 2
Princeton University 2
Mitsubishi Electric Research Laboratories 2
Mentor Graphics Corporation 2
Universite Paris 7- Denis Diderot 2
Google Inc. 2
University of California, Irvine 2
Old Dominion University 2
AT&T Laboratories Florham Park 2
Universite Paris 13 2
University of Osnabruck 2
Technical University of Darmstadt 2
University of Kiel 2
INRIA Institut National de Rechereche en Informatique et en Automatique 2
Colorado School of Mines 2
Dalhousie University 2
National University of Singapore 2
University of Magdeburg 2
University of Southern Denmark 2
Technical University of Munich 2
Brandenburg University of Technology Cottbus 2
IBM 2
University of Sydney 2
Istituto Di Informatica E Telematica, Pisa 2
Stevens Institute of Technology 2
Hofstra University 2
University of Southern California 2
University of Minnesota Twin Cities 2
University of California, Riverside 2
University of Bergen 2
Queen's University Belfast 2
University of Milan 2
University of Queensland 2
NEC Corporation 2
Eindhoven University of Technology 2
University of the Saarland 2
University of Padua 3
Universite Pierre et Marie Curie 3
Institute for Perception 3
Fluminense Federal University 3
University of Geneva 3
Utrecht University 3
Ecole Polytechnique 3
University of Passau 3
University of California, Davis 3
Weizmann Institute of Science Israel 3
The University of Warwick 3
Rensselaer Polytechnic Institute 3
University of Freiburg 3
Indian Institute of Technology, Madras 3
University Michigan Ann Arbor 3
Swiss Federal Institute of Technology, Zurich 3
Stony Brook University 3
Virginia Tech 3
University of California, Los Angeles 3
University of Alberta 3
University of Cambridge 3
INRIA Sophia Antipolis 3
Griffith University 3
Aalto University 3
University of Eastern Finland 3
Bowdoin College 4
University of Victoria 4
North Carolina State University 4
Purdue University 4
Stanford University 4
University of Washington Seattle 4
University of Maryland 4
Massachusetts Institute of Technology 4
The University of North Carolina at Chapel Hill 4
University of Konstanz 4
Grinnell College 4
University of Pisa 4
University of Aarhus 4
Kyoto University 5
Technical University in Braunschweig 5
Friedrich Schiller University Jena 5
University of New Mexico 5
Johann Wolfgang Goethe University of Frankfurt 5
Los Alamos National Laboratory 5
University of Pennsylvania 5
University of Copenhagen 5
University of Paderborn 5
Universitat Politecnica de Catalunya 6
University of Helsinki 6
Chalmers University of Technology 6
University of Melbourne 6
RWTH Aachen University 6
The College of William and Mary 6
University of Waterloo 6
University of Florida 6
RMIT University 7
University of L'Aquila 7
University of Glasgow 7
University of Iowa 7
Carleton University 7
King's College London 7
Technical University of Berlin 8
Carnegie Mellon University 9
Microsoft Research 9
Tel Aviv University 9
University of Patras 9
University of Dublin, Trinity College 10
Duke University 11
State University of Campinas 12
University of Dortmund 14
University of Roma La Sapienza 14
Universidad de Chile 17
Max Planck Institute for Informatics 20
Karlsruhe Institute of Technology, Campus South 29
Karlsruhe Institute of Technology 37
 
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