Iraklis A. Klampanos

According to our database, Iraklis A. Klampanos authored at least 40 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

European AI and EO convergence via a novel community-driven framework for data-intensive innovation.

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

Future Gener. Comput. Syst., 2024

2023

Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation.

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

Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023

2022

Evidence Transfer: Learning Improved Representations According to External Heterogeneous Task Outcomes.

Athanasios Davvetas, Iraklis A. Klampanos, Spiros Skiadopoulos, Vangelis Karkaletsis

ACM Trans. Knowl. Discov. Data, 2022

2021

MRbox: Simplifying Working with Remote Heterogeneous Analytics and Storage Services via Localised Views.

Athina Kyriakou, Iraklis Angelos Klampanos

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Towards Making Fusion Data FAIR.

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

Proceedings of the 17th IEEE International Conference on eScience, 2021

2020

DARE Platform: a Developer-Friendly and Self-Optimising Workflows-as-a-Service Framework for e-Science on the Cloud.

Iraklis A. Klampanos, Chrysoula Themeli, Alessandro Spinuso, Rosa Filgueira, Malcolm P. Atkinson, André Gemünd, Vangelis Karkaletsis

J. Open Source Softw., 2020

WeLa-VAE: Learning Alternative Disentangled Representations Using Weak Labels.

Vasilis Margonis, Athanasios Davvetas, Iraklis A. Klampanos

CoRR, 2020

Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data.

Athanasios Davvetas, Iraklis A. Klampanos

Proceedings of the Workshops of the 11th EETN Conference on Artificial Intelligence 2020 co-located with the 11th EETN Conference on Artificial Intelligence (SETN 2020), 2020

2019

The Effect of Evidence Transfer on Latent Feature Relevance for Clustering.

Athanasios Davvetas, Iraklis A. Klampanos, Spiros Skiadopoulos, Vangelis Karkaletsis

Informatics, 2019

ANNETT-O: an ontology for describing artificial neural network evaluation, topology and training.

Iraklis A. Klampanos, Athanasios Davvetas, Antonis Koukourikos, Vangelis Karkaletsis

Int. J. Metadata Semant. Ontologies, 2019

Learning Improved Representations by Transferring Incomplete Evidence Across Heterogeneous Tasks.

Athanasios Davvetas, Iraklis A. Klampanos

CoRR, 2019

Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence.

Athanasios Davvetas, Iraklis A. Klampanos, Vangelis Karkaletsis

Proceedings of the International Joint Conference on Neural Networks, 2019

DARE: A Reflective Platform Designed to Enable Agile Data-Driven Research on the Cloud.

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

Proceedings of the 15th International Conference on eScience, 2019

Comprehensible Control for Researchers and Developers Facing Data Challenges.

Malcolm P. Atkinson, Rosa Filgueira, Iraklis A. Klampanos, Antonis Koukourikos, Amrey Krause, Federica Magnoni, Christian Pagé, Andreas Rietbrock, Alessandro Spinuso

Proceedings of the 15th International Conference on eScience, 2019

2018

Autoencoder-driven weather clustering for source estimation during nuclear events.

Iraklis A. Klampanos, Athanasios Davvetas, Spyros Andronopoulos, Charalambos Pappas, Andreas Ikonomopoulos, Vangelis Karkaletsis

Environ. Model. Softw., 2018

2017

dispel4py.

Rosa Filgueira, Amrey Krause, Malcolm P. Atkinson, Iraklis A. Klampanos, Alexander Moreno

Int. J. High Perform. Comput. Appl., 2017

Big Data Processing and Semantic Web Technologies for Decision Making in Hazardous Substance Dispersion Emergencies.

Athanasios Davvetas, Iraklis A. Klampanos, Spyros Andronopoulos, Giannis Mouchakis, Stasinos Konstantopoulos, Andreas Ikonomopoulos, Vangelis Karkaletsis

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

The BigDataEurope Platform - Supporting the Variety Dimension of Big Data.

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

Proceedings of the Web Engineering - 17th International Conference, 2017

2015

dispel4py: An Agile Framework for Data-Intensive eScience.

Rosa Filgueira, Amrey Krause, Malcolm P. Atkinson, Iraklis A. Klampanos, Alessandro Spinuso, Susana Sánchez-Expósito

Proceedings of the 11th IEEE International Conference on e-Science, 2015

VERCE Delivers a Productive E-science Environment for Seismology Research.

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

Proceedings of the 11th IEEE International Conference on e-Science, 2015

2014

dispel4py: a Python framework for data-intensive scientific computing.

Rosa Filgueira, Iraklis A. Klampanos, Amrey Krause, Mário David, Alexander Moreno, Malcolm P. Atkinson

Proceedings of the 2014 International Workshop on Data Intensive Scalable Computing Systems, 2014

FAST: flexible automated synchronization transfer.

Rosa Filgueira, Iraklis A. Klampanos, Yusuke Tanimura, Malcolm P. Atkinson

Proceedings of the DIDC'14, 2014

2013

Towards Addressing CPU-Intensive Seismological Applications in Europe.

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

Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

The demand for consistent web-based workflow editors.

Sandra Gesing, Malcolm P. Atkinson, Iraklis A. Klampanos, Michelle Galea, Michael R. Berthold, Roberto Barbera, Diego Scardaci, Gábor Terstyánszky, Tamás Kiss, Péter Kacsuk

Proceedings of WORKS 2013: 8th Workshop On Workflows in Support of Large-Scale Science, 2013

2012

Searching in peer-to-peer networks.

Iraklis A. Klampanos, Joemon M. Jose

Comput. Sci. Rev., 2012

The Design of a Community Science Cloud: The Open Science Data Cloud Perspective.

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

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Temporal Pseudo-relevance Feedback in Microblog Retrieval.

Stewart Whiting, Iraklis A. Klampanos, Joemon M. Jose

Proceedings of the Advances in Information Retrieval, 2012

2011

University of Glasgow (UGLA-D) at TREC Microblog 2011: Temporal Pseudo-Relevance Feedback in Microblog Retrieval.

Stewart Whiting, Iraklis A. Klampanos, Joemon M. Jose

Proceedings of The Twentieth Text REtrieval Conference, 2011

Large-Scale Logical Retrieval: Technology for Semantic Modelling of Patent Search.

Hany Azzam, Iraklis A. Klampanos, Thomas Roelleke

Proceedings of the Current Challenges in Patent Information Retrieval, 2011

2010

Logic-Based Retrieval: Technology for Content-Oriented and Analytical Querying of Patent Data.

Iraklis A. Klampanos, Hengzhi Wu, Thomas Roelleke, Hany Azzam

Proceedings of the Advances in Multidisciplinary Retrieval, 2010

2009

Manning Christopher, Prabhakar Raghavan, Hinrich Schütze: Introduction to information retrieval.

Iraklis A. Klampanos

Inf. Retr., 2009

A case for probabilistic logic for scalable patent retrieval.

Iraklis A. Klampanos, Hany Azzam, Thomas Roelleke

Proceedings of the 2nd International Workshop on Patent Information Retrieval, 2009

2008

Glasgow University at TRECVID 2008.

P. Punitha, Thierry Urruty, Yue Feng, Martin Halvey, Anuj Goyal, David Hannah, Iraklis A. Klampanos, Vassilios Stathopoulos, Robert Villa, Joemon M. Jose

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

2007

An Evaluation of a Cluster-Based Architecture for Peer-to-Peer Information Retrieval.

Iraklis A. Klampanos, Joemon M. Jose

Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

2006

Single-pass clustering for peer-to-peer information retrieval: the effect of document ordering.

Iraklis A. Klampanos, Joemon M. Jose, Keith van Rijsbergen

Proceedings of the 1st International Conference on Scalable Information Systems, 2006

2005

A Suite of Testbeds for the Realistic Evaluation of Peer-to-Peer Information Retrieval Systems.

Iraklis A. Klampanos, Victor Poznanski, Joemon M. Jose, Peter Dickman

Proceedings of the Advances in Information Retrieval, 2005

Retrieval Efficiency in Peer-to-Peer Networks with Replication Restrictions.

Iraklis A. Klampanos, Victor Poznanski

Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

2004

An architecture for information retrieval over semi-collaborating Peer-to-Peer networks.

Iraklis A. Klampanos, Joemon M. Jose

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

2003

An architecture for peer-to-peer information retrieval.

Iraklis A. Klampanos, Joemon M. Jose

Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

Evaluating Peer-to-Peer Networking for Information Retrieval within the Context of Meta-searching.

Iraklis A. Klampanos, James J. Barnes, Joemon M. Jose

Proceedings of the Advances in Information Retrieval, 2003