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Ioannis N. Athanasiadis
Publications
- 2023
- [j35]Dilli R. Paudel, Allard de Wit, Hendrik Boogaard, Diego Marcos, Sjoukje A. Osinga, Ioannis N. Athanasiadis:
Interpretability of deep learning models for crop yield forecasting. Comput. Electron. Agric. 206: 107663 (2023) - [j34]Holger R. Maier, Stefano Galelli, Saman Razavi, Andrea Castelletti, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Miquel Sànchez-Marrè, Marco Acutis, Wenyan Wu, Greer B. Humphrey:
Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environ. Model. Softw. 167: 105776 (2023) - [j33]Cyrille Ahmed Midingoyi, Christophe Pradal, Andreas Enders, Davide Fumagalli, Patrice Lecharpentier, Hélène Raynal, Marcello Donatelli, Davide Fanchini, Ioannis N. Athanasiadis, Cheryl H. Porter, Gerrit Hoogenboom, Fabio A. A. Oliveira, Dean P. Holzworth, Pierre Martre:
Crop modeling frameworks interoperability through bidirectional source code transformation. Environ. Model. Softw. 168: 105790 (2023) - [i7]Michiel G. J. Kallenberg, Bernardo Maestrini, Ron van Bree, Paul Ravensbergen, Christos Pylianidis, Frits van Evert, Ioannis N. Athanasiadis:
Integrating processed-based models and machine learning for crop yield prediction. CoRR abs/2307.13466 (2023) - 2022
- [j32]Christos Pylianidis, Val Snow, Hiske Overweg, Sjoukje A. Osinga, John Kean, Ioannis N. Athanasiadis:
Simulation-assisted machine learning for operational digital twins. Environ. Model. Softw. 148: 105274 (2022) - [j31]Nastasija Grujic, Sanja Brdar, Sjoukje A. Osinga, Gert Jan Hofstede, Ioannis N. Athanasiadis, Milos Pljakic, Nikola Obrenovic, Miro Govedarica, Vladimir S. Crnojevic:
Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments - An Agent-Based Approach. ISPRS Int. J. Geo Inf. 11(7): 366 (2022) - [i6]Dilli R. Paudel, Diego Marcos, Allard de Wit, Hendrik Boogaard, Ioannis N. Athanasiadis:
A weakly supervised framework for high-resolution crop yield forecasts. CoRR abs/2205.09016 (2022) - [i5]Christos Pylianidis, Ioannis N. Athanasiadis:
Learning latent representations for operational nitrogen response rate prediction. CoRR abs/2205.09025 (2022) - 2021
- [j30]Christos Pylianidis, Sjoukje A. Osinga, Ioannis N. Athanasiadis:
Introducing digital twins to agriculture. Comput. Electron. Agric. 184: 105942 (2021) - [j29]Cyrille Ahmed Midingoyi, Christophe Pradal, Andreas Enders, Davide Fumagalli, Hélène Raynal, Marcello Donatelli, Ioannis N. Athanasiadis, Cheryl H. Porter, Gerrit Hoogenboom, Dean P. Holzworth, Frédérick Garçia, Peter J. Thorburn, Pierre Martre:
Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components. Environ. Model. Softw. 142: 105055 (2021) - [i4]Hiske Overweg, Herman N. C. Berghuijs, Ioannis N. Athanasiadis:
CropGym: a Reinforcement Learning Environment for Crop Management. CoRR abs/2104.04326 (2021) - 2020
- [j28]Argyrios Samourkasidis, Ioannis N. Athanasiadis:
A semantic approach for timeseries data fusion. Comput. Electron. Agric. 169: 105171 (2020) - [c37]Christos Pylianidis, Val Snow, Dean P. Holzworth, Jeremy Bryant, Ioannis N. Athanasiadis:
Location-Specific vs Location-Agnostic Machine Learning Metamodels for Predicting Pasture Nitrogen Response Rate. ICPR Workshops (6) 2020: 45-54 - [c35]Spiros Mouzakitis, Giannis Tsapelas, Sotiris Pelekis, Simos Ntanopoulos, Dimitris Askounis, Sjoukje A. Osinga, Ioannis N. Athanasiadis:
Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases. ISESS 2020: 139-150 - [e3]Ioannis N. Athanasiadis, Steven P. Frysinger, Gerald Schimak, Willem-Jan Knibbe:
Environmental Software Systems. Data Science in Action - 13th IFIP WG 5.11 International Symposium, ISESS 2020, Wageningen, The Netherlands, February 5-7, 2020, Proceedings. IFIP Advances in Information and Communication Technology 554, Springer 2020, ISBN 978-3-030-39814-9 [contents] - 2019
- [j25]Argyrios Samourkasidis, Evangelia Papoutsoglou, Ioannis N. Athanasiadis:
A template framework for environmental timeseries data acquisition. Environ. Model. Softw. 117: 237-249 (2019) - 2018
- [j24]Karina Gibert, Jeffery S. Horsburgh, Ioannis N. Athanasiadis, Geoff Holmes:
Preface to the thematic issue on Environmental Data Science. Applications to air quality and water cycle. Environ. Model. Softw. 106: 1-3 (2018) - [j23]Karina Gibert, Jeffery S. Horsburgh, Ioannis N. Athanasiadis, Geoff Holmes:
Environmental Data Science. Environ. Model. Softw. 106: 4-12 (2018) - 2017
- [j22]Tommy Klein, Argyrios Samourkasidis, Ioannis N. Athanasiadis, Gianni Bellocchi, Pierluigi Calanca:
webXTREME: R-based web tool for calculating agroclimatic indices of extreme events. Comput. Electron. Agric. 136: 111-116 (2017) - [c34]Aikaterini Boufea, Richard Finkers, Martijn van Kaauwen, Mark R. Kramer, Ioannis N. Athanasiadis:
Managing Variant Calling Files the Big Data Way: Using HDFS and Apache Parquet. BDCAT 2017: 219-226 - [c31]Evangelia Papoutsoglou, Rajaram Kaliyaperumal, Theo J. L. van Hintum, Richard G. F. Visser, Ioannis N. Athanasiadis, Richard Finkers:
Toward Better Data Sharing Methods for Genebanks. S4BioDiv@ISWC 2017 - [i3]Ferdinando Villa, Stefano Balbi, Ioannis N. Athanasiadis, Caterina Caracciolo:
Semantics for interoperability of distributed data and models: Foundations for better-connected information. F1000Research 6: 686- (2017) - 2016
- [j21]Anthony J. Jakeman, Daniel P. Ames, Ioannis N. Athanasiadis, Stefan Reis, Andrea Emilio Rizzoli, Alexey A. Voinov:
Top 10 reviewers for environmental modelling and software in 2015. Environ. Model. Softw. 83: iii (2016) - [c30]Argyrios Samourkasidis, Ioannis N. Athanasiadis:
A Sensor Observation Service Extension for Internet of Things. InterOSS@IoT 2016: 56-71 - 2015
- [j19]Anthony J. Jakeman, Serena H. Hamilton, Ioannis N. Athanasiadis, Suzanne A. Pierce:
Introductory Overviews. Environ. Model. Softw. 64: 240 (2015) - [j18]Ioannis N. Athanasiadis, Sander Janssen, Dean P. Holzworth, Peter J. Thorburn, Marcello Donatelli, Valerie O. Snow, Gerrit Hoogenboom, Jeffrey W. White:
Thematic issue on agricultural systems modelling and software - Part II. Environ. Model. Softw. 72: 274-275 (2015) - [j17]Dean P. Holzworth, Val Snow, Sander Janssen, Ioannis N. Athanasiadis, Marcello Donatelli, Gerrit Hoogenboom, Jeffrey W. White, Peter J. Thorburn:
Agricultural production systems modelling and software: Current status and future prospects. Environ. Model. Softw. 72: 276-286 (2015) - [c27]Evangelia Papoutsoglou, Argyrios Samourkasidis, Ming-Yi Tsai, Mark Davey, Alex Ineichen, Marloes Eeftens, Ioannis N. Athanasiadis:
Towards an air pollution health study data management system - A case study from a smoky Swiss railway. EnviroInfo/ICT4S (2) 2015: 65-74 - 2014
- [j16]Cheryl H. Porter, Chris Villalobos, Dean P. Holzworth, Roger Nelson, Jeffrey W. White, Ioannis N. Athanasiadis, Sander Janssen, Dominique Ripoche, Julien Cufi, Dirk Raes, Meng Zhang, Rob Knapen, Ritvik Sahajpal, Kenneth J. Boote, James W. Jones:
Harmonization and translation of crop modeling data to ensure interoperability. Environ. Model. Softw. 62: 495-508 (2014) - [c24]Ioannis N. Athanasiadis, Ferdinando Villa, Georgina Examiliotou, Yorgos Iliopoulos, Yorgos Mertzanis:
Towards a semantic framework for wildlife modeling. EnviroInfo 2014: 287-292 - 2013
- [c21]Ioannis N. Athanasiadis, Ferdinando Villa:
A roadmap to domain specific programming languages for environmental modeling: key requirements and concepts. DSM@SPLASH 2013: 27-32 - 2012
- [j14]Sasa Nesic, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis:
Publishing agro-environmental resources as linked data. Int. J. Metadata Semant. Ontologies 7(1): 25-36 (2012) - 2011
- [j13]Anthony J. Jakeman, Andrea Emilio Rizzoli, Alexey A. Voinov, Ioannis N. Athanasiadis, Thomas Berger, Mark E. Borsuk, Marcello Donatelli, Giorgio Guariso, Ari Jolma, Stefano Marsili-Libelli, Barbara J. Robson, Miquel Sànchez-Marrè, Ralf Seppelt, David Swayne:
Best Paper Awards for 2010. Environ. Model. Softw. 26(12): 1375 (2011) - [c19]Sasa Nesic, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Marcello Donatelli:
Publishing Agro-Environmental Data to a Semantically Unified Environmental Information Space: a Case Study. EnviroInfo 2011: 856-867 - [c18]Sasa Nesic, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis:
Towards a Semantically Unified Environmental Information Space. ISESS 2011: 407-418 - [c16]Sasa Nesic, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis:
Publishing and Linking Semantically Annotated Agro-environmental Resources to LOD with AGROPub. MTSR 2011: 478-488 - 2010
- [j12]Anthony J. Jakeman, Andrea Emilio Rizzoli, Alexey A. Voinov, Ioannis N. Athanasiadis:
Best Paper Awards for 2009. Environ. Model. Softw. 25(12): 1489 (2010) - [c15]Ioannis N. Athanasiadis, Andrea Emilio Rizzoli, Daniel W. Beard:
Data Mining Methods for Quality Assurance in an Environmental Monitoring Network. ICANN (3) 2010: 451-456 - [c14]Gerald Schimak, Andrea Emilio Rizzoli, Giuseppe Avellino, Tomás Pariente Lobo, José María Fuentes, Ioannis N. Athanasiadis:
Information Enrichment Using TaToo's Semantic Framework. MTSR 2010: 149-159 - 2009
- [j11]Ferdinando Villa, Ioannis N. Athanasiadis, Andrea Emilio Rizzoli:
Modelling with knowledge: A review of emerging semantic approaches to environmental modelling. Environ. Model. Softw. 24(5): 577-587 (2009) - [j10]Ioannis N. Athanasiadis, Marios Milis, Pericles A. Mitkas, Silas C. Michaelides:
A multi-agent system for meteorological radar data management and decision support. Environ. Model. Softw. 24(11): 1264-1273 (2009) - [j9]Sander Janssen, Frank Ewert, Hongtao Li, Ioannis N. Athanasiadis, J. J. F. Wien, Olivier Thérond, M. J. R. Knapen, I. Bezlepkina, J. Alkan-Olsson, Andrea Emilio Rizzoli, Hatem Belhouchette, M. Svensson, Martin K. van Ittersum:
Defining assessment projects and scenarios for policy support: Use of ontology in Integrated Assessment and Modelling. Environ. Model. Softw. 24(12): 1491-1500 (2009) - [c13]Ioannis N. Athanasiadis, Andrea Emilio Rizzoli, Sander Janssen, Erling Andersen, Ferdinando Villa:
Ontology for Seamless Integration of Agricultural Data and Models. MTSR 2009: 282-293 - [e1]Ioannis N. Athanasiadis, Pericles A. Mitkas, Andrea Emilio Rizzoli, Jorge Marx Gómez:
Information Technologies in Environmental Engineering, Proceedings of the 4th International ICSC Symposium, ITEE 2009, Thessaloniki, Greece, May 28-29, 2009. Springer 2009, ISBN 978-3-540-88350-0 [contents] - 2008
- [j8]Deana D. Pennington, Ioannis N. Athanasiadis, Shawn Bowers, Sergey Krivov, Joshua S. Madin, Mark Schildhauer, Ferdinando Villa:
Indirectly driven knowledge modelling in ecology. Int. J. Metadata Semant. Ontologies 3(3): 210-225 (2008) - [j7]Andrea Emilio Rizzoli, Marcello Donatelli, Ioannis N. Athanasiadis, Ferdinando Villa, David Huber:
Semantic links in integrated modelling frameworks. Math. Comput. Simul. 78(2-3): 412-423 (2008) - 2007
- [j6]Andreas L. Symeonidis, Kyriakos C. Chatzidimitriou, Ioannis N. Athanasiadis, Pericles A. Mitkas:
Data mining for agent reasoning: A synergy for training intelligent agents. Eng. Appl. Artif. Intell. 20(8): 1097-1111 (2007) - [j5]Vassilis G. Kaburlasos, Ioannis N. Athanasiadis, Pericles A. Mitkas:
Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation. Int. J. Approx. Reason. 45(1): 152-188 (2007) - [j4]Andreas L. Symeonidis, Ioannis N. Athanasiadis, Pericles A. Mitkas:
A retraining methodology for enhancing agent intelligence. Knowl. Based Syst. 20(4): 388-396 (2007) - [c12]Ioannis N. Athanasiadis, Ferdinando Villa, Andrea Emilio Rizzoli:
Ontologies, JavaBeans and Relational Databases for enabling semantic programming. COMPSAC (2) 2007: 341-346 - [c11]Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Ferdinando Villa:
Delivering Environmental Knowledge: a Semantic Approach. EnviroInfo (1) 2007: 43-50 - [c9]Ioannis N. Athanasiadis, Sander Janssen, David Huber, Andrea Emilio Rizzoli, Martin K. van Ittersum:
Semantic Modeling in Farming Systems Research - The Case of the Agricultural Management Definition Module. ITEE 2007: 417-432 - [c8]Deana Pennington, Joshua S. Madin, Ferdinando Villa, Ioannis N. Athanasiadis:
Computer-Supported Collaborative Knowledge Modeling in Ecology. CKC 2007 - 2006
- [c7]Melina Efraimidou, Maria Kanaki, Ioannis N. Athanasiadis, Pericles A. Mitkas, Kostas D. Karatzas:
Data Mining Air Quality Data for Athens, Greece. EnviroInfo 2006: 505-508 - [c6]Ioannis N. Athanasiadis, Vassilis G. Kaburlasos:
Air Quality Assessment Using Fuzzy Lattice Reasoning (FLR). FUZZ-IEEE 2006: 29-34 - 2005
- [j2]Ioannis N. Athanasiadis, Pericles A. Mitkas:
Social influence and water conservation: an agent-based approach. Comput. Sci. Eng. 7(1): 65-70 (2005) - [j1]Ioannis N. Athanasiadis, Alexandros K. Mentes, Pericles A. Mitkas, Yiannis A. Mylopoulos:
A Hybrid Agent-Based Model for Estimating Residential Water Demand. Simul. 81(3): 175-187 (2005) - [c5]Ioannis N. Athanasiadis, Andreas Solsbach, Pericles A. Mitkas, Jorge Marx Gómez:
An Agent-based Middleware for Environmental Information Management. ITEE 2005: 253-267 - 2004
- [c4]Ioannis N. Athanasiadis, Pericles A. Mitkas:
Software Agents for Assessing Environmental Quality: Advantages and Limitations. EnviroInfo (2) 2004: 303-306 - [i2]Ioannis N. Athanasiadis, Pericles A. Mitkas:
An agent-based intelligent environmental monitoring system. CoRR cs.MA/0407024 (2004) - [i1]Pericles A. Mitkas, Andreas L. Symeonidis, Dionisis D. Kehagias, Ioannis N. Athanasiadis, Gokce Laleci, Gokhan Kurt, Yildiray Kabak, Aybar C. Acar, Asuman Dogac:
An agent framework for dynamic agent retraining: Agent academy. CoRR cs.MA/0407025 (2004) - 2003
- [c3]Pericles A. Mitkas, Dionisis D. Kehagias, Andreas L. Symeonidis, Ioannis N. Athanasiadis:
A Framework for Constructing Multi-agent Applications and Training Intelligent Agents. AOSE 2003: 96-109 - [c2]Pericles A. Mitkas, Andreas L. Symeonidis, Dionisis D. Kehagias, Ioannis N. Athanasiadis:
Application of data mining and intelligent agent technologies to concurrent engineering. CE 2003: 11-18 - [c1]Ioannis N. Athanasiadis, Pericles A. Mitkas, Gokce Laleci, Yildiray Kabak:
Embedding data-driven decision strategies on software agents: the case of a multi-agent system for monitoring air-quality indexes. CE 2003: 23-30
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