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D

Dimitrios Gunopulos

national and kapodistrian university of athens

65H-index
379Paper Count
1.9WCitation Count
Published Papers 23
Publication Date
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STRATA2.0: A Serverless Middleware for Machine Learning Training
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2026-06-10
err0
PREAI
errDimitrios Tomaras; Sebastian Buschjäger; Vana Kalogeraki; Katharina Morik; Dimitrios Gunopulos
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errSave
LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-10-31
err0
errOAAI
errOrzari, Breno; Chernyavskaya, Nadezda; Cobe, Raphael; Duarte, Javier; Fialho, Jefferson; Gunopulos, Dimitrios; Kansal, Raghav; Pierini, Maurizio; Tomei, Thiago; Touranakou, Mary
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errSave
Particle-based fast jet simulation at the LHC with variational autoencoders
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-07-13
err10
errOAAI
errTouranakou, Mary; Chernyavskaya, Nadezda; Duarte, Javier; Gunopulos, Dimitrios; Kansal, Raghav; Orzari, Breno; Pierini, Maurizio; Tomei, Thiago; Vlimant, Jean-Roch
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errSave
Low-Rank Methods in Event Detection With Subsampled Point-to-Subspace Proximity Tests
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errMarecek, Jakub; Maroulis, Stathis; Kalogeraki, Vana; Gunopulos, Dimitrios
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errSave
A General Framework for First Story Detection Utilizing Entities and Their Relations
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2021-11-01
err3
PREAI
errPanagiotou, Nikolaos; Akkaya, Cem; Tsioutsiouliklis, Kostas; Kalogeraki, Vana; Gunopulos, Dimitrios
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Mining Competitors from Large Unstructured Datasets
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2017-09-01
err15
PREAI
errValkanas, George; Lappas, Theodoros; Gunopulos, Dimitrios
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errSave
Mining Urban Data (Part C)
errenterprise information systems
IF3.4
err2017-03-01
err7
PREAI
errAndrienko, Gennady; Gunopulos, Dimitrios; Ioannidis, Yannis; Kalogeraki, Vana; Katakis, Ioannis; Morik, Katharina; Verscheure, Olivier
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errSave
Mining Urban Data (Part B)
errenterprise information systems
IF3.4
err2016-04-01
err4
PREAI
errAndrienko, Gennady; Gunopulos, Dimitrios; Ioannidis, Yannis; Katakis, Ioannis; Kalogeraki, Vana; Morik, Katharina; Verscheure, Olivier
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Home is where your friends are: Utilizing the social graph to locate twitter users in a city
errenterprise information systems
IF3.4
err2016-04-01
err22
errOAAI
errKotzias, Dimitrios; Lappas, Theodoros; Gunopulos, Dimitrios
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errSave
Supporting historic queries in sensor networks with flash storage
errenterprise information systems
IF3.4
err2014-01-01
err5
PREAI
errDou, Adam; Lin, Song; Kalogeraki, Vana; Gunopulos, Dimitrios
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errSave
Crowdsourced Trace Similarity with Smartphones
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2013-06-01
err27
PREAI
errZeinalipour-Yazti, Demetrios; Laoudias, Christos; Costa, Constandinos; Vlachos, Michail; Andreou, Maria I.; Gunopulos, Dimitrios
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errSave
Guest editors' introduction: special issue of selected papers from ECML PKDD 2011
errMACHINE LEARNING
IF2.9
err2012-07-26
err0
errOAAI
errGunopulos, Dimitrios; Malerba, Donato; Vazirgiannis, Michalis
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errSave
ACM TKDD Special Issue ACM SIGKDD 2007 and ACM SIGKDD 2008
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2009-12-04
err0
PREAI
errMannila, Heikki; Gunopulos, Dimitrios
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errSave
Operator Placement for Snapshot Multi-Predicate Queries in Wireless Sensor Networks
errMDM: 2009 10TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT
IF0
err2009-01-01
err10
errOAAI
errChatzimilioudis, Georgios; Hakkoymaz, Huseyin; Mamoulis, Nikos; Gunopulos, Dimitrios
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errSave
Streaming time series summarization using user-defined amnesic functions
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2008-07-01
err39
errOAAI
errPalpanas, Themis; Vlachos, Michail; Keogh, Eamonn; Gunopulos, Dimitrios
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errSave
Improving process models by discovering decision points
errenterprise information systems
IF3.4
err2007-11-01
err16
PREAI
errSubramaniam, Sharmila; Kalogeraki, Vana; Gunopulos, Dimitrios; Casati, Fabio; Castellanos, Malu; Dayal, Umeshwar; Sayal, Mehmet
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errSave
pFusion: A P2P architecture for Internet-scale content-based search and retrieval
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2007-06-01
err18
PREAI
errZeinalipour-Yazti, Demetrios; Kalogeraki, Vana; Gunopulos, Dimitrios
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errSave
Distributed middleware architectures for scalable media services
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2007-01-01
err2
errOAAI
errKalogeraki, V.; Zeinalipour-Yazti, D.; Gunopulos, D.; Delis, A.
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errSave
Exploiting locality for scalable information retrieval in peer-to-peer networks
errenterprise information systems
IF3.4
err2005-06-01
err34
PREAI
errZeinalipour-Yazti, D; Kalogeraki, V; Gunopulos, D
errShare
errSave
Elastic translation invariant matching of trajectories
errMACHINE LEARNING
IF2.9
err2005-02-01
err53
errOAAI
errVlachos, M; Kollios, G; Gunopulos, D
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errSave

Research Directions

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Co-authors
Cooperation Journals
M
M. Pierini
H-index: 148 · Papers: 2.6K
T
T. R. Fernandez Perez Tomei
H-index: 137 · Papers: 1.9K
J
J. Duarte
H-index: 130 · Papers: 2.1K
E
Eamonn Keogh
H-index: 91 · Papers: 375
J
Jean-Roch Vlimant
H-index: 90 · Papers: 887
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