Iraklis A. Klampanos

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 25

Top Topics

Longitudinal Study

Data Processing

Feature Relevance

Top Venues

Future Gener. Comput. Syst.

Publications

Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Mohanad Albughdadi, Vasileios Baousis, Omar Barrilero, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, Michele Lazzarini, Adrian Luna, Alexandros Nousias, Christos Perentis, George Petrakis, Dharmen Punjani, David Röbl, George Stamoulis, Eleni Tsalapati, Indre Urbanaviciute, Giulio Weikmann, Xenia Ziouvelou, Marcin Ziólkowski, Manolis Koubarakis, Vangelis Karkaletsis
European AI and EO convergence via a novel community-driven framework for data-intensive innovation. Future Gener. Comput. Syst. 160 (2024)
Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Eleni Tsalapati, Mohanad Albughdadi, Mihai Alexe, Vasileios Baousis, Omar Barrilero, Bryce Billière, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, David Hassan, Michele Lazzarini, Adrian Luna, Dharmen Punjani, George Stamoulis, Giulio Weikmann, Marcin Ziólkowski, Xenia Ziouvelou, Manolis Koubarakis, Vangelis Karkaletsis
Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation. BigDataService (2023)
Athanasios Davvetas, Iraklis A. Klampanos, Spiros Skiadopoulos, Vangelis Karkaletsis
Evidence Transfer: Learning Improved Representations According to External Heterogeneous Task Outcomes. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
David Coster, Shaun De Witt, Iraklis A. Klampanos, Marcin Plóciennik, Andreas Ikonomopoulos, Frederic Imbeaux, Nathan Cummings, Michal Owsiak, Agata Filipczak, Bartosz Bosak, Stasinos Konstantopoulos, Pär Strand
Towards Making Fusion Data FAIR. e-Science (2021)
Athanasios Davvetas, Iraklis A. Klampanos
Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data. CoRR (2020)
Iraklis A. Klampanos, Chrysoula Themeli, Alessandro Spinuso, Rosa Filgueira, Malcolm Atkinson, André Gemünd, Vangelis Karkaletsis
DARE Platform: a Developer-Friendly and Self-Optimising Workflows-as-a-Service Framework for e-Science on the Cloud. J. Open Source Softw. 5 (54) (2020)
Vasilis Margonis, Athanasios Davvetas, Iraklis A. Klampanos
WeLa-VAE: Learning Alternative Disentangled Representations Using Weak Labels. CoRR (2020)
Athanasios Davvetas, Iraklis A. Klampanos
Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data. SETN Workshops (2020)
Athanasios Davvetas, Iraklis A. Klampanos
Learning Improved Representations by Transferring Incomplete Evidence Across Heterogeneous Tasks. CoRR (2019)
Athanasios Davvetas, Iraklis A. Klampanos, Vangelis Karkaletsis
Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence. IJCNN (2019)
Malcolm P. Atkinson, Rosa Filgueira, Iraklis A. Klampanos, Antonis Koukourikos, Amrey Krause, Federica Magnoni, Christian Pagé, Andreas Rietbrock, Alessandro Spinuso
Comprehensible Control for Researchers and Developers Facing Data Challenges. eScience (2019)
Iraklis A. Klampanos, Federica Magnoni, Emanuele Casarotti, Christian Pagé, Mike Lindner, Andreas Ikonomopoulos, Vangelis Karkaletsis, Athanasios Davvetas, André Gemünd, Malcolm P. Atkinson, Antonios Koukourikos, Rosa Filgueira, Amrey Krause, Alessandro Spinuso, Angelos Charalambidis
DARE: A Reflective Platform Designed to Enable Agile Data-Driven Research on the Cloud. eScience (2019)
Iraklis A. Klampanos, Athanasios Davvetas, Antonis Koukourikos, Vangelis Karkaletsis
ANNETT-O: an ontology for describing artificial neural network evaluation, topology and training. Int. J. Metadata Semant. Ontologies 13 (3) (2019)
Athanasios Davvetas, Iraklis A. Klampanos, Spiros Skiadopoulos, Vangelis Karkaletsis
The Effect of Evidence Transfer on Latent Feature Relevance for Clustering. Informatics 6 (2) (2019)
Iraklis A. Klampanos, Athanasios Davvetas, Spyros Andronopoulos, Charalambos Pappas, Andreas Ikonomopoulos, Vangelis Karkaletsis
Autoencoder-driven weather clustering for source estimation during nuclear events. Environ. Model. Softw. 102 (2018)
Iraklis A. Klampanos, Athanasios Davvetas, Antonis Koukourikos, Vangelis Karkaletsis
ANNETT-O: An Ontology for Describing Artificial Neural Network Evaluation, Topology and Training. CoRR (2018)
Athanasios Davvetas, Iraklis A. Klampanos, Vangelis Karkaletsis
Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence. CoRR (2018)
Sören Auer, Simon Scerri, Aad Versteden, Erika Pauwels, Angelos Charalambidis, Stasinos Konstantopoulos, Jens Lehmann, Hajira Jabeen, Ivan Ermilov, Gezim Sejdiu, Andreas Ikonomopoulos, Spyros Andronopoulos, Mandy Vlachogiannis, Charalambos Pappas, Athanasios Davettas, Iraklis A. Klampanos, Efstathios Grigoropoulos, Vangelis Karkaletsis, Victor de Boer, Ronald Siebes, Mohamed Nadjib Mami, Sergio Albani, Michele Lazzarini, Paulo Nunes, Emanuele Angiuli, Nikiforos Pittaras, George Giannakopoulos, Giorgos Argyriou, George Stamoulis, George Papadakis, Manolis Koubarakis, Pythagoras Karampiperis, Axel-Cyrille Ngonga Ngomo, Maria-Esther Vidal
The BigDataEurope Platform - Supporting the Variety Dimension of Big Data. ICWE (2017)
Athanasios Davvetas, Iraklis A. Klampanos, Spyros Andronopoulos, Giannis Mouchakis, Stasinos Konstantopoulos, Andreas Ikonomopoulos, Vangelis Karkaletsis
Big Data Processing and Semantic Web Technologies for Decision Making in Hazardous Substance Dispersion Emergencies. ISWC (Posters, Demos & Industry Tracks) (2017)
Iraklis A. Klampanos, Athanasios Davvetas, Spyros Andronopoulos, Charalambos Pappas, Andreas Ikonomopoulos, Vangelis Karkaletsis
Autoencoder-Driven Weather Clustering for Source Estimation during Nuclear Events. CoRR (2017)
Rosa Filgueira, Amrey Krause, Malcolm P. Atkinson, Iraklis A. Klampanos, Alexander Moreno
dispel4py. Int. J. High Perform. Comput. Appl. 31 (4) (2017)
Robert L. Grossman, Matthew Greenway, Allison P. Heath, Ray Powell, Rafael D. Suarez, Walt Wells, Kevin P. White, Malcolm P. Atkinson, Iraklis A. Klampanos, Heidi L. Alvarez, Christine Harvey, Joe Mambretti
The Design of a Community Science Cloud: The Open Science Data Cloud Perspective. CoRR (2016)
Malcolm P. Atkinson, Michele Carpenè, Emanuele Casarotti, Steffen Claus, Rosa Filgueira, Anton Frank, Michelle Galea, Tom Garth, André Gemünd, Heiner Igel, Iraklis A. Klampanos, Amrey Krause, Lion Krischer, Siew Hoon Leong, Federica Magnoni, Jonas Matser, Alberto Michelini, Andreas Rietbrock, Horst Schwichtenberg, Alessandro Spinuso, Jean-Pierre Vilotte
VERCE delivers a productive e-Science environment for seismology research. CoRR (2015)
Malcolm P. Atkinson, Michele Carpenè, Emanuele Casarotti, Steffen Claus, Rosa Filgueira, Anton Frank, Michelle Galea, Tom Garth, André Gemünd, Heiner Igel, Iraklis A. Klampanos, Amrey Krause, Lion Krischer, Siew Hoon Leong, Federica Magnoni, Jonas Matser, Alberto Michelini, Andreas Rietbrock, Horst Schwichtenberg, Alessandro Spinuso, Jean-Pierre Vilotte
VERCE Delivers a Productive E-science Environment for Seismology Research. e-Science (2015)
Rosa Filgueira, Amrey Krause, Malcolm P. Atkinson, Iraklis A. Klampanos, Alessandro Spinuso, Susana Sánchez-Expósito
dispel4py: An Agile Framework for Data-Intensive eScience. e-Science (2015)
Rosa Filgueira, Iraklis A. Klampanos, Amrey Krause, Mário David, Alexander Moreno, Malcolm P. Atkinson
dispel4py: a Python framework for data-intensive scientific computing. DISCS@SC (2014)
Rosa Filgueira, Iraklis A. Klampanos, Yusuke Tanimura, Malcolm P. Atkinson
FAST: flexible automated synchronization transfer. DICT@HPDC (2014)
Michele Carpenè, Iraklis A. Klampanos, Siew Hoon Leong, Emanuele Casarotti, Peter Danecek, Graziella Ferini, André Gemünd, Amrey Krause, Lion Krischer, Federica Magnoni, Marek Simon, Alessandro Spinuso, Luca Trani, Malcolm P. Atkinson, Giovanni Erbacci, Anton Frank, Heiner Igel, Andreas Rietbrock, Horst Schwichtenberg, Jean-Pierre Vilotte
Towards Addressing CPU-Intensive Seismological Applications in Europe. ISC (2013)
Sandra Gesing, Malcolm P. Atkinson, Iraklis A. Klampanos, Michelle Galea, Michael R. Berthold, Roberto Barbera, Diego Scardaci, Gábor Terstyánszky, Tamás Kiss, Péter Kacsuk
The demand for consistent web-based workflow editors. WORKS@SC (2013)
Iraklis A. Klampanos, Joemon M. Jose
Searching in peer-to-peer networks. Comput. Sci. Rev. 6 (4) (2012)
Stewart Whiting, Iraklis A. Klampanos, Joemon M. Jose
Temporal Pseudo-relevance Feedback in Microblog Retrieval. ECIR (2012)
Robert L. Grossman, Matthew Greenway, Allison P. Heath, Ray Powell, Rafael D. Suarez, Walt Wells, Kevin P. White, Malcolm P. Atkinson, Iraklis A. Klampanos, Heidi L. Alvarez, Christine Harvey, Joe Mambretti
The Design of a Community Science Cloud: The Open Science Data Cloud Perspective. SC Companion (2012)
Stewart Whiting, Iraklis A. Klampanos, Joemon M. Jose
University of Glasgow (UGLA-D) at TREC Microblog 2011: Temporal Pseudo-Relevance Feedback in Microblog Retrieval. TREC (2011)
Iraklis A. Klampanos, Hengzhi Wu, Thomas Roelleke, Hany Azzam
Logic-Based Retrieval: Technology for Content-Oriented and Analytical Querying of Patent Data. IRFC (2010)
Iraklis A. Klampanos
Manning Christopher, Prabhakar Raghavan, Hinrich Schütze: Introduction to information retrieval. Inf. Retr. 12 (5) (2009)
Iraklis A. Klampanos, Hany Azzam, Thomas Roelleke
A case for probabilistic logic for scalable patent retrieval. PaIR@CIKM (2009)
P. Punitha, Thierry Urruty, Yue Feng, Martin Halvey, Anuj Goyal, David Hannah, Iraklis A. Klampanos, Vassilios Stathopoulos, Robert Villa, Joemon M. Jose
Glasgow University at TRECVID 2008. TRECVID (2008)
Iraklis A. Klampanos, Joemon M. Jose
An Evaluation of a Cluster-Based Architecture for Peer-to-Peer Information Retrieval. DEXA (2007)
Iraklis A. Klampanos, Joemon M. Jose, Keith van Rijsbergen
Single-pass clustering for peer-to-peer information retrieval: the effect of document ordering. Infoscale (2006)
Iraklis A. Klampanos, Victor Poznanski
Retrieval Efficiency in Peer-to-Peer Networks with Replication Restrictions. DEXA Workshops (2005)
Iraklis A. Klampanos, Victor Poznanski, Joemon M. Jose, Peter Dickman
A Suite of Testbeds for the Realistic Evaluation of Peer-to-Peer Information Retrieval Systems. ECIR (2005)
Iraklis A. Klampanos, Joemon M. Jose
An architecture for information retrieval over semi-collaborating Peer-to-Peer networks. SAC (2004)
Iraklis A. Klampanos, Joemon M. Jose
An architecture for peer-to-peer information retrieval. SIGIR (2003)
Iraklis A. Klampanos, James J. Barnes, Joemon M. Jose
Evaluating Peer-to-Peer Networking for Information Retrieval within the Context of Meta-searching. ECIR (2003)