Ioannis Athanasiadis bio photo

Ioannis Athanasiadis

Professor of Artificial Intelligence
Wageningen University & Research

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List of publications

> Publications

Wageningen, Jun. 2024

Articles in peer-reviewed journals

    2020-2025

  1. C. Pylianidis, M. G.J. Kallenberg, I. N. Athanasiadis, Domain adaptation with transfer learning for pasture digital twins, Environmental Data Science, 3:e8, 2024 Paper Open Access DOI Code Open Access Link
  2. O. G. Younis, M. Turchetta, D. A. Suarez, S. Yates, B. Studer, I. N. Athanasiadis, A. Krause, J. M. Buhmann, L. Corinzia, ChromaX: a fast and scalable breeding program simulator, Bioinformatics, 39 (12):btad691, 2023 Paper Open Access DOI Code Open Access Link
  3. C. A. Midingoyi, C. Pradal, A. Enders, D. Fumagalli, P. Lecharpentier, H. Raynal, M. Donatelli, D. Fanchini, I. N. Athanasiadis, C. Porter, G. Hoogenboom, F.A.A. Oliveira, D. Holzworth, P. Martre, Crop modeling frameworks interoperability through bidirectional source code transformation, Environmental Modelling & Software, 168:105790, 2023 Paper DOI Code Open Access Link
  4. D. Paudel, D. Marcos, A. de Wit, H. Boogaard, I.N. Athanasiadis, A weakly supervised framework for high-resolution crop yield forecasts, Environmental Research Letters, 18:094062, 2023 Paper Open Access DOI
  5. S.J.Wright, A. Sietsma, S. Korswagen, I. N. Athanasiadis, R. Biesbroek, How do countries frame climate change? A global comparison of adaptation and mitigation in UNFCCC National Communications, Regional Environmental Change, 23:129, 2023 Paper Open Access DOI Code Open Access Link
  6. M. Radulovic, S. Brdar, B. Pejak, P. Lugonja, I. Athanasiadis, N. Pajevic, D. Pavic, V. Crnojevic, Machine learning-based detection of irrigation in Vojvodina (Serbia) using Sentinel-2 data, GIScience and Remote Sensing, 60:2262010, 2023 Paper Open Access DOI
  7. H.R. Maier, S. Galelli, S. Razavi, A. Castelletti, A. Rizzoli, I. N Athanasiadis, M. Sànchez-Marrè, M. Acutis, W. Wu, G.B. Humphrey, Exploding the myths: An introduction to artificial neural networks for prediction and forecasting, Environmental Modelling & Software, 167:105776, 2023 Paper Open Access DOI
  8. E.A. Papoutsoglou, I. N. Athanasiadis, R.G.F. Visser, R. Finkers, The benefits and struggles of FAIR data: the case of reusing plant phenotyping data, Scientific data, 10:457, 2023 Paper Open Access DOI
  9. M.G. Kallenberg, H. Overweg, R. van Bree, I.N. Athanasiadis, Nitrogen management with reinforcement learning and crop growth models, Environmental Data Science, 2:e34, 2023, Cambridge University Press Paper Open Access DOI
  10. D. Paudel, A. de Wit, H. Boogaard, D. Marcos, S. Osinga, I.N. Athanasiadis, Interpretability of deep learning models for crop yield forecasting, Computers and Electronics in Agriculture, 206:107663, 2023 Paper Open Access DOI
  11. H.-H. Wang, G. van Voorn, W. E. Grant, F. Zare, C. Giupponi, P. Steinmann, B. Mueller, S. Elsawah, H. van Delden, I.N. Athanasiadis, Z. Sun, W. Jager, J.C. Little, A.J. Jakeman, Scale decisions and good practices in socio-environmental systems modelling: guidance and documentation during problem scoping and model formulation, Socio-Environmental Systems Modelling, 5:18563, 2023 Paper Open Access DOI
  12. D. Schokker, M. Poppe. J. ten Napel, I.N. Athanasiadis, C. Kamphuis, R.F. Veerkamp, Rapid turnover of sensor data to genetic evaluation for dairy cows in the cloud, Journal of Diary Science, 105 (12):9792-9798, 2022 Paper Open Access DOI
  13. B. Maestrini, G. Mimic, P.A.J. van Oort, K. Jindo, S. Brdar, I. N.Athanasiadis, F. K. van Evert, Mixing process-based and data-driven approaches in yield prediction, European Journal of Agronomy, 139:126569, 2022 Paper Open Access DOI
  14. N. Grujic, S. Brdar, S. Osinga, G. J. Hofstede, I. N. Athanasiadis, M. Pljakic, N. Obrenovic, M. Govedarica, V. Crnojevic, Combining telecom data with heterogeneous data sources for traffic and emission assessments - an agent-based approach, ISPRS International Journal of Geo-Information, 11 (7):366, 2022 Paper Open Access DOI
  15. C. Pylianidis, V. Snow, H. Overweg, S. Osinga, J. Kean, I. N. Athanasiadis, Simulation-assisted machine learning for operational digital twins, Environmental Modelling & Software, 148:105274, 2022 Paper Open Access DOI Code Open Access Link
  16. D. Paudel, H. Boogaard, A. de Wit, M. van der Velde, M. Claverie, L. Nisini, S. Janssen, S. Osinga, I. N. Athanasiadis, Machine learning for regional crop yield forecasting in Europe, Field Crops Research, 276:108377, 2022 Paper Open Access DOI Data Open Access DOI Code Open Access Link
  17. R. Biesbroek, S. J. Wright, S. Korswagen Eguren, A. Bonotto, I. N. Athanasiadis, Policy attention to climate change impacts, adaptation and vulnerability: a global assessment of National Communications (1994–2019), Climate Policy, 22 2022 Paper Open Access DOI
  18. S. Osinga, D.Paudel, S. A. Mouzakitis, I. N. Athanasiadis, Big data in agriculture: Between opportunity and solution, Agricultural Systems, 195:103298, 2022 Paper Open Access DOI
  19. M. Scowen, I.N. Athanasiadis, J.M. Bullock, F. Eigenbrod, S.Willcock, The current and future uses of machine learning in ecosystem service research, Science of The Total Environment, 799:149263, 2021 Paper Open Access DOI
  20. M. van der Voort, D. Jensen, C. Kamphuis, I. N. Athanasiadis, A. De Vries, H.Hogeveen, Invited review: Toward a common language in data-driven mastitis detection research, Journal of Diary Science, 104 (10):10449-10461, 2021 Paper Open Access DOI
  21. R. Dolan, J. M. Bullock, J. P. G. Jones, I. N. Athanasiadis, J. Martinez-Lopez, S. Willcock, The flows of nature to people, and of people to nature: applying movement concepts to ecosystem services, Land, 10 (6):576, 2021 Paper Open Access DOI
  22. C. A. Midingoyi, C. Pradal, A. Enders, D. Fumagalli, H. Raynal, M. Donatelli, I. N. Athanasiadis, C. Porter, G. Hoogenboom, D. Holzworth, F. Garcia, P. Thorburn, P.Martre, Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components, Environmental Modelling & Software, 142:105055, 2021 Paper Open Access DOI Code Open Access Link
  23. C.Pylianidis, S. Osinga, I. N. Athanasiadis, Introducing digital twins to agriculture, Computers and Electronics in Agriculture, 184:105942, 2021 Paper Open Access DOI
  24. D.Paudel, H. Boogaard, A. de Wit, S.Janssen, S. Osinga, C. Pylianidis, I. N.Athanasiadis, Machine learning for large-scale crop yield forecasting, Agricultural Systems, 187:103016, 2021 Paper Open Access DOI Data Open Access DOI Code Open Access Link
  25. 2015-2020

  26. S. Gummadi, M.D.M. Kadiyala, K.P.C. Rao, I. Athanasiadis, R. Mulwa, M. Kilavi, G. Legesse, T. Amede, Simulating adaptation strategies to offset potential impacts of climate variability and change on maize yields in Embu County, Kenya, PLOS One, 15 (11):e0241147, 2020 Paper Open Access DOI Data Open Access DOI Code Open Access Link
  27. C.A. Midingoyi, C. Pradal, I.N. Athanasiadis, M. Donatelli, A. Enders, D. Fumagalli, F. Garcia, D. Holzworth, G. Hoogenboom, C. Porter, H. Raynal, P. Thorburn, P. Martre, Reuse of process-based models: automatic transformation into many programming languages and simulation platforms, in silico Plants, 2 (1):diaa007, 2020 Paper Open Access DOI Code Open Access Link
  28. E.M.M. van der Heide, C. Kamphuis, R.F. Veerkamp, I. N. Athanasiadis, G.Azzopardi, M.L. van Pelt, B.J. Ducro, Improving predictive performance on survival in dairy cattle using an ensemble learning approach, Computers and Electronics in Agriculture, 177:105675, 2020 Paper Open Access DOI
  29. C. Salma, B.Tekinerdogan, I. N. Athanasiadis, Software architectures for big data: a systematic literature review, Big Data Analytics, 5:5, 2020 Paper Open Access DOI
  30. R. Biesbroek, S. Badloe, I. N. Athanasiadis, Machine learning for research on climate change adaptation policy integration: an exploratory UK case study, Regional Environmental Change, 20:85, 2020 Paper Open Access DOI Data Open Access DOI Code Open Access Link
  31. D. Schokker, I. N. Athanasiadis, B. Visser, R. F. Veerkamp, C. Kamphuis, Storing, combining and analysing turkey experimental data in the Big Data era, Animal, 14 (11):2397-2403, 2020 Paper Open Access DOI Data Open Access DOI Code Open Access Link
  32. E. A. Papoutsoglou, D. Faria, D. Arend, E. Arnaud, I. N. Athanasiadis, I. Chaves, F. Coppens, G. Cornut, B.V. Costa, H. Cwiek-Kupczynska, B.V. Droesbeke, R. Finkers, K. Gruden, A. Junker, G.J. King, P. Krajewski, M. Lange, M.A. Laporte, C. Michotey, M. Oppermann, R. Ostler, H. Poorter, R. Ramirez-Gonzalez, Z. Ramsak, J.C. Reif, P. Rocca-Serra, S.A. Sansone, U. Scholz, F. Tardieu, C. Uauy, B. Usadel, R. G.F. Visser, S. Weise, P.J. Kersey, C.M. Miguel, A.F. Adam-Blondon, C. Pommier, Enabling reusability of plant phenomic datasets with MIAPPE 1.1, New Phytologist, 227 (1):260-273, 2020 Paper Open Access DOI
  33. G. Motta, B. Tekinerdogan, I. N. Athanasiadis, Blockchain applications in the agrifood domain: the first wave, Frontiers in Blockchain, 2020 Paper Open Access DOI
  34. A. Samourkasidis, I. N. Athanasiadis, A semantic approach for timeseries data fusion, Computers and Electronics in Agriculture, 169:105171, 2020 Paper Open Access DOI Code Open Access Link Download statistics
  35. S. Elsawah, T. Filatova, A. J. Jakeman, A. J. Kettner, M. L. Zellner, I. N. Athanasiadis, S. H. Hamilton, R. L. Axtell, D. G. Brown, J. M. Gilligan, M. A. Janssen, D. T. Robinson, J. Rozenberg, I. I. T. Ullah, S. J. Lade, Eight grand challenges in socio-environmental systems modeling, Socio-Environmental Systems Modelling, 2:16226, 2020 Paper Open Access DOI
  36. A. Samourkasidis, E. Papoutsoglou, I. N. Athanasiadis, A template framework for environmental timeseries data acquisition, Environmental Modelling and Software, 117:237-249, 2019 Paper Open Access DOI Code Open Access Link Download statistics
  37. E.M.M. van der Heide, R.F. Veerkamp, M.L. van Pelt, C. Kamphuis, I. N. Athanasiadis, B.J. Ducro, Comparing regression, naive Bayes, and random forest methods in the prediction of individual survival to second lactation in Holstein cattle, Journal of Diary Science, 102:9409–9421, 2019 Paper Open Access DOI
  38. J. Martínez-López, K. J. Bagstad, S. Balbi, A. Magrach, B. Voigt, I. N. Athanasiadis, M. Pascual, S. Willcock, F. Villa, Towards globally customizable ecosystem service models, Science of the Total Environment, 650:2325-2336, 2019 Paper Open Access DOI
  39. B. Kolosz, I. N. Athanasiadis, G. Cadisch, T. Dawson, C. Giupponi, M. Honzák, J. M. Lopez, A. Marvuglia, V. Mojtahed, K. B. Z. Ogutu, H. van Delden, F. Villa, S. Balbi, Conceptual advancement of socio-ecological modelling of ecosystem services for re-evaluating Brownfield land, Ecosystem Services, 33:29-39, 2018 Paper DOI
  40. K. Gibert, J. S. Horsburgh, I. N. Athanasiadis, G. Holmes, Environmental Data Science, Environmental Modelling and Software, 106:4-12, 2018 Paper DOI
  41. S. Willcock, J. Martínez-López, D. A. Hooftman, K. J. Bagstad, S. Balbi, A. Marzo, C. Prato, S. Sciandrello, G. Signorello, B. Voigt, F. Villa, J. M. Bullock, I. N. Athanasiadis, Machine Learning for Ecosystem Services, Ecosystem Services, 33:165-174, 2018 Paper Open Access DOI
  42. D. Kremmydas, I. N. Athanasiadis, S. Rozakis, A review of Agent Based Modeling for agricultural policy evaluation, Agricultural Systems, 164:95-106, 2018 Paper DOI
  43. F. Villa, S. Balbi, I. N. Athanasiadis, C. Caracciolo, Semantics for interoperability of distributed data and models: Foundations for better-connected information, F1000Research, 6 2017 Paper Open Access DOI
  44. T. Klein, A. Samourkasidis, I. N. Athanasiadis, G. Bellocchi, P. Calanca, webXTREME: R-based web tool for calculating agroclimatic indices of extreme events, Computers and Electronics in Agriculture, 116:111-116, 2017 Paper DOI
  45. S. J. Janssen, C. H. Porter, A. D. Moore, I. N. Athanasiadis, I. Foster, J. W. Jones, J. M. Antle, Towards a new generation of agricultural system data, models and knowledge products: Information and communication technology, Agricultural Systems, 155:200-212, 2017 Paper DOI
  46. A. Samourkasidis, I. N. Athanasiadis, A Miniature Data Repository on a Raspberry Pi, Electronics, 6:1, 2017, Multidisciplinary Digital Publishing Institute Paper DOI
  47. P. S. Efraimidis, G. Drosatos, A. Arampatzis, G. Stamatelatos, I. N. Athanasiadis, A Privacy-by-Design Contextual Suggestion System for Tourism, Journal of Sensor and Actuator Networks, 5:10, 2016, Multidisciplinary Digital Publishing Institute Paper DOI
  48. 2010-2015

  49. D. P. Holzworth, V. Snow, S. Janssen, I. N. Athanasiadis, M. Donatelli, G. Hoogenboom, J. W. White, P. Thorburn, Agricultural production systems modelling and software: Current status and future prospects, Environmental Modelling and Software, 72:276-286, 2015 Paper DOI
  50. C. H. Porter, C. Villalobos, D. Holzworth, R. Nelson, J. W. White, I. N. Athanasiadis, S. Janssen, D. Ripoche, J. Cufi, D. Raes, M. Zhang, R. Knapen, R. Sahajpal, K. J. Boote, J. W. Jones, Harmonization and translation of crop modeling data to ensure interoperability, Environmental Modelling and Software, 62:495–508, 2014 Paper DOI
  51. F. Villa, K. J. Bagstad, B. Voigt, G. W. Johnson, I. N. Athanasiadis, S. Balbi, The misconception of ecosystem disservices: How a catchy term may yield the wrong messages for science and society, Ecosystem Services, 10:52-53, 2014 Paper DOI
  52. G. Drosatos, P. Efraimidis, I. Athanasiadis, M. Stevens, E. D'Hondt, Privacy-Preserving Computation of Participatory Noise Maps in the Cloud, Journal of Systems and Software, 92:170-183, 2014 Paper DOI
  53. S. Nesic, A. E. Rizzoli, I. N. Athanasiadis, Publishing agro-environmental resources as linked data, International Journal of Metadata, Semantics and Ontologies, 7:25-36, 2012 Paper DOI
  54. S. Janssen, I. N. Athanasiadis, I. Bezlepkina, R. Knapen, H. Li, I. P. Dominguez, A. E. Rizzoli, M. K. van Ittersum, Linking Models for Assessing Agricultural Land Use Change, Computers and Electronics in Agriculture, 76:148-160, 2011 Paper DOI
  55. I. N. Athanasiadis, A. E. Rizzoli, M. Donatelli, L. Carlini, Enriching environmental software model interfaces through ontology-based tools, International Journal of Applied Systemic Studies, 4:94-105, 2011 Paper DOI
  56. 2005-2010

  57. S. Janssen, F. Ewert, H. Li, I. N. Athanasiadis, J. Wien, O. Thérond, M. Knapen, I. Bezlepkina, J. Alkan-Olsson, A. Rizzoli, H. Belhouchette, M. Svensson, M. van Ittersum, Defining assessment projects and scenarios for policy support: use of ontology in Integrated Assessment and Modelling, Environmental Modelling and Software, 24:1491-1500, 2009 Paper DOI
  58. I. N. Athanasiadis, M. Milis, P. A. Mitkas, S. C. Michaelides, A multi-agent system for meteorological radar data management and decision support, Environmental Modelling and Software, 24:1264-1273, 2009 Paper DOI
  59. S. Janssen, E. Andersen, I. N. Athanasiadis, M. K. van Ittersum, A database for integrated assessment of European agricultural systems, Environmental Science and Policy, 12:573-587, 2009 Paper DOI
  60. F. Villa, I. N. Athanasiadis, A. E. Rizzoli, Modelling with knowledge: a review of emerging semantic approaches to environmental modelling, Environmental Modelling and Software, 24:577-587, 2009 Paper DOI
  61. D. D. Pennington, I. N. Athanasiadis, S. Bowers, S. Krivov, J. Madin, M. Schildhauer, F. Villa, Indirectly driven knowledge modelling in ecology, International Journal of Metadata, Semantics and Ontologies, 3:210-225, 2008 Paper DOI
  62. A. E. Rizzoli, M. Donatelli, I. N. Athanasiadis, F. Villa, D. Huber, Semantic links in integrated modelling frameworks, Mathematics and Computers in Simulation, 78:412-423, 2008 Paper DOI
  63. I. N. Athanasiadis, S. Janssen, Semantic mediation for environmental model components integration, Information Technologies in Environmental Engineering, 1:3-11, 2008
  64. A. L. Symeonidis, K. C. Chatzidimitriou, I. N. Athanasiadis, P. A. Mitkas, Data mining for agent reasoning: a synergy for training intelligent agents, Engineering Applications of Artificial Intelligence, 20:1097-1111, 2007 Paper DOI
  65. I. N. Athanasiadis, P. A. Mitkas, Knowledge discovery for operational decision support in air quality management, Journal of Environmental Informatics, 9:100-107, 2007 Paper DOI
  66. P. A. Mitkas, A. L. Symeonidis, D. K. Kehagias, I. N. Athanasiadis, Application of data mining and intelligent agent technologies to concurrent engineering, International Journal of Product Lifecycle Management, 2:173-186, 2007 Paper DOI
  67. V. G. Kaburlasos, I. N. Athanasiadis, P. A. Mitkas, Fuzzy Lattice Reasoning (FLR) classifier and its application for ambient ozone estimation, International Journal of Approximate Reasoning, 45:152-188, 2007 Paper DOI
  68. A. L. Symeonidis, I. N. Athanasiadis, P. A. Mitkas, A retraining methodology for enhancing agent intelligence, Knowledge-based Systems, 20:388-396, 2007 Paper DOI
  69. I. N. Athanasiadis, An intelligent service layer upgrades environmental information management, IT Professional, 8:34-39, 2006 Paper DOI
  70. 2000-2005

  71. I. N. Athanasiadis, A. K. Mentes, P. A. Mitkas, Y. A. Mylopoulos, A hybrid agent-based model for estimating residential water demand, Simulation - Transactions of The Society for Modeling and Simulation International, 81:175-187, 2005 Paper DOI
  72. I. N. Athanasiadis, P. A. Mitkas, Social influence and water conservation: An agent-based approach, IEEE Computing in Science and Engineering, 7:65-70, 2005 Paper DOI
  73. I. N. Athanasiadis, P. A. Mitkas, An agent-based intelligent environmental monitoring system, Management of Environmental Quality, 15:238-249, 2004 Paper DOI

Editorials in peer-reviewed journals and books edited

    2020-2025

  1. A. Kamilaris, V. Wohlgemuth, K. Karatzas, I.N. Athanasiadis (eds.), Environmental Informatics - New perspectives in Environmental Information Systems, Adjunct Proceedings of the 34th EnviroInfo Conference, Umweltinformatik, 2021, Shaker Paper DOI
  2. A. Kamilaris, V. Wohlgemuth, K. Karatzas, I.N. Athanasiadis (eds.), Advances and New Trends in Environmental Informatics: Digital Twins for Sustainability, Proceedings of the 34th EnviroInfo Conference, Progress in IS, 2021, Springer Paper DOI
  3. 2015-2020

  4. I. N. Athanasiadis, S. P. Frysinger, G. Schimak, W. J. Knibbe (eds.), Environmental Software Systems. Data Science in Action, 2020, Springer Verlag Paper DOI
  5. A. Jakeman, I. Athanasiadis, M. Haasnoot, M. Janssen, A. Voinov, The inaugural issue of Socio-Environmental Systems Modelling (SESMO), Socio-Environmental Systems Modelling, 1:16399, 2019 Paper DOI
  6. K. Gibert, J. S.Horsburgh, I. N.Athanasiadis, G. Holmes, Preface to the thematic issue on Environmental Data Science. Applications to air quality and water cycle, Environmental Modelling and Software, 106:1-3, 2018 Paper DOI
  7. 2010-2015

  8. I. N. Athanasiadis, S. Janssen, D. Holzworth, P. Thorburn, M. Donatelli, V. Snow, G. Hoogenboom, J. W. White, Thematic Issue on Agricultural Systems Modelling and Software - Part II, Environmental Modelling and Software, 72:274-275, 2015 Paper DOI
  9. A. J. Jakeman, D. Ames, I. N. Athanasiadis, A. E. Rizzoli, A. A. Voinov, Top 10 reviewers for Environmental Modelling and Software in 2015, Environmental Modelling and Software, 72:272-273, 2015 Paper DOI
  10. A. J. Jakeman, S. H. Hamilton, I. N. Athanasiadis, S. A. Pierce, Introductory Overviews, Environmental Modelling and Software, 64:240, 2015 Paper DOI
  11. D. Holzworth, I. N. Athanasiadis, S. Janssen, M. Donatelli, V. Snow, G. Hoogenboom, J. W. White, P. Thorburn, Thematic Issue on Agricultural Systems Modelling and Software - Part I, Environmental Modelling and Software, 62:326, 2014 Paper DOI
  12. A. J. Jakeman, A. E. Rizzoli, A. A. Voinov, I. N. Athanasiadis, Outstanding reviewers for Environmental Modelling and Software in 2013, Environmental Modelling and Software, 57:iii-iv, 2014 Paper DOI
  13. A. J. Jakeman, A. E. Rizzoli, A. A. Voinov, I. N. Athanasiadis, Outstanding reviewers for Environmental Modelling and Software in 2011 and 2012, Environmental Modelling and Software, 43:1-2, 2013 Paper DOI
  14. A. J. Jakeman, A. E. Rizzoli, A. A. Voinov, I. N. Athanasiadis, S. Chen, Outstanding reviewers for Environmental Modelling and Software in 2010, Environmental Modelling and Software, 31:1-2, 2012 Paper DOI
  15. A. Jakeman, A. Rizzoli, A. Voinov, I. Athanasiadis, T. Berger, M. Borsuk, M. Donatelli, G. Guariso, A. Jolma, S. Marsili-Libelli, B. Robson, M. Sanchez-Marre, R. Seppelt, D. Swayne, Best Paper Awards for 2010, Environmental Modelling and Software, 25:1375, 2011 Paper DOI
  16. 2005-2010

  17. S. Sánchez-Alonso, I. N. Athanasiadis (eds.), Metadata and Semantic Research, 2010, Springer Verlag Paper DOI
  18. A. J. Jakeman, A. E. Rizzoli, A. A. Voinov, I. N. Athanasiadis, Best Paper Awards for 2009, Environmental Modelling and Software, 25:1489, 2010 Paper DOI
  19. A. J. Jakeman, A. E. Rizzoli, A. A. Voinov, I. N. Athanasiadis, Outstanding reviewers for Environmental Modelling and Software in 2009, Environmental Modelling and Software, 25:1063, 2010 Paper DOI
  20. I. N. Athanasiadis, P. A. Mitkas, A. E. Rizzoli, J. Marx Gomez (eds.), Information Technologies in Environmental Engineering, ITEE-2009, 2009, Springer Verlag Paper DOI

Chapters in peer-reviewed books

    2020-2025

  1. I. Tsoumas, G. Giannarakis, V. Sitokonstantinou, A. Koukos, D. Loka, N. Bartsotas, C. Kontoes, I.N. Athanasiadis, Evaluating Digital Agriculture Recommendations with Causal Inference, Proceedings of the AAAI Conference on Artificial Intelligence, vol. 37, pg. 14514-14522, 2023 Paper Open Access DOI Code Open Access Link
  2. C. Pylianidis, V.Snow, D. Holzworth, J. Bryant, I. N. Athanasiadis, Location-specific vs location-agnostic machine learning metamodels for predicting pasture nitrogen response rate, Lecture Notes in Computer Science (Pattern Recognition. ICPR International Workshops and Challenges), vol. 12666, pg. 96-109, 2021, Springer Paper DOI
  3. 2015-2020

  4. C. Giovanopoulos, Y. Kallianos, I. N. Athanasiadis, D. Dalakoglou, Defining and classifying infrastructural contestation: Towards a synergy between anthropology and data science, Environmental Software Systems. Data Science in Action, IFIP Advances in Information and Communication Technology, vol. 554, pg. 32-47, 2020, Springer Verlag Paper DOI
  5. S. Mouzakitis, G. Tsapelas, S. Pelekis, S. Ntanopoulos, D. Askounis, S. Osinga, I. N. Athanasiadis, Investigation of common big data analytics and decision-making requirements across diverse precision agriculture and livestock farming use cases, Environmental Software Systems. Data Science in Action, IFIP Advances in Information and Communication Technology, vol. 554, pg. 139–150, 2020, Springer Verlag Paper DOI
  6. C. Mavridis, I. N. Athanasiadis, Spatial Classification with Fuzzy Lattice Reasoning, Proceedings of the 1st International Conference on Internet of Things and Machine Learning, IML '17, pg. 52:1--52:7, 2017, ACM Paper DOI
  7. I. N. Athanasiadis, How to start an environmental software project, Environmental Software Systems (ISESS 2017), IFIP Advances in Information and Communication Technology, vol. 507, pg. 395-407, 2017, Springer Paper DOI
  8. A. Boufea, R. Finkers, M. van Kaauwen, M. Kramer, I. N. Athanasiadis, Managing Variant Calling Files the Big Data Way, Proc. 4th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT'17), 2017, ACM Paper DOI
  9. C. A. Salma, B. Tekinerdogan, I. N. Athanasiadis, Domain-Driven Design of Big Data Systems Based on a Reference Architecture, Software Architecture for Big Data and the Cloud, 2017, Morgan Kaufmann Paper DOI
  10. A. Samourkasidis, I. N. Athanasiadis, A Sensor Observation Service extension for Internet of Things, Interoperability and Open-Source Solutions for the Internet of Things, Lecture Notes in Computer Science, vol. 10218, pg. 56-71, 2017, Springer Paper DOI
  11. 2010-2015

  12. I. N. Athanasiadis, Challenges in Modelling of Environmental Semantics, Environmental Software Systems, Infrastructures, Services and Applications (ISESS 2015), IFIP Advances in Information and Communication Technology, vol. 448, pg. 19-25, 2015, Springer Paper DOI
  13. K. P. Rao, S. Gummadi, R. M. Mulwa, M. N. Kilavi, A. Esilaba, I. N. Athanasiadis, R. O. Valdivia, Impacts of Climate Variability and Change on Agricultural Systems in Eastern Africa, Handbook of Climate Change and Agroecosystems, vol. 2, pg. 75-124, 2015, World Scientific Publishing Paper DOI
  14. C. H. Porter, C. Villalobos, D. Holzworth, R. Nelson, J. W. White, I. N. Athanasiadis, M. Zhang, S. Janssen, R. Knapen, J. W. Jones, K. J. Boote, J. Hargreaves, J. M. Antle, Data Interoperability Tools for Regional Integrated Assessments, {H}andbook of Climate Change and Agroecosystems, vol. 1, pg. 147-171, 2015, World Scientific Publishing Paper DOI
  15. G. Drosatos, P. S. Efraimidis, A. Arampatzis, G. Stamatelatos, I. N. Athanasiadis, Pythia: A Privacy-enhanced Personalized Contextual Suggestion System for Tourism, Computer Software and Applications Conference (COMPSAC), 2015 IEEE 39th Annual, vol. 2, pg. 822--827, 2015, IEEE Paper DOI
  16. A. Chatzitoulousis, P. S. Efraimidis, I. N. Athanasiadis, Interoperable Multimedia Annotation and Retrieval for the Tourism Sector, Metadata and Semantics Research, CCIS, vol. 544, pg. 65-76, 2015, Springer Paper DOI
  17. G. Bellocchi, F. J. Villalobos, M. Donatelli, O. B. Christensen, O. Rojas, R. Confalonieri, I. N. Athanasiadis, I. Carpusca, C. O. Stöckle, Extending existing models to capture vegetation response to extreme weather events: the MODEXTREME project, 7th Intl. Congress on Env. Modelling and Software, pg. 2196-2202, 2014, International Environmental Modelling and Software Society (iEMSs)
  18. I. N. Athanasiadis, F. Villa, A roadmap to domain specific programming languages for environmental modeling: key requirements and concepts, Proc. 2013 ACM workshop on Domain-specific modeling, pg. 27-32, 2013, ACM Paper DOI
  19. I. N. Athanasiadis, D. Anastasiadou, K. Koulinas, F. Kiourtsis, Identifying Smart Solutions for Fighting Illegal Logging and Timber Trade, Environmental Software Systems. Fostering Information Sharing (ISESS 2013), IFIP Advances in Information and Communication Technology, vol. 413, pg. 143-153, 2013, Springer Paper DOI
  20. G. Drosatos, P. S. Efraimidis, I. N. Athanasiadis, E. D'Hondt, M. Stevens, A privacy-preserving cloud computing system for creating participatory noise maps, 36th IEEE Intl Conf on Computer Software and Applications (COMPSAC 2012), pg. 581-586, 2012, IEEE Computer Society Paper DOI
  21. S. El Sawah, A. Hicks, P. Manger, I. Athanasiadis, B. Croke, A. Jakeman, A web-based platform for integrated groundwater data management, 19th Intl Conf on Modelling and Simulation (MODSIM 2011), pg. 3141-3147, 2011, Modelling and Simulation Society of Australia and New Zealand
  22. S. Nesic, A. E. Rizzoli, I. N. Athanasiadis, Towards a Semantically Unified Environmental Information Space, Environmental Software Systems, IFIP Advances in Information and Communication Technology, vol. 359, pg. 407-418, 2011, Springer Paper DOI
  23. V. Protonotarios, L. Gavrilut, I. N. Athanasiadis, I. Hatzakis, M.-A. Sicilia, Introducing a Content Integration Process for a Federation of Agricultural Institutional Repositories, Metadata and Semantic Research, Communications in Computer and Information Science, vol. 240, pg. 467-477, 2011, Springer Paper DOI
  24. S. Nesic, A. E. Rizzoli, I. N. Athanasiadis, Publishing and linking semantically annotated agro-environmental resources to LOD with AGROPub, Metadata and Semantic Research, Communications in Computer and Information Science, vol. 240, pg. 478-488, 2011, Springer Paper DOI
  25. S. Nesic, A. E. Rizzoli, I. N. Athanasiadis, M. Donatelli, Publishing Agro-Environmental Data to a Semantically Unified Environmental Information Space: a Case Study, 25th Int'l Conf on Informatics for Environmental Protection (EnviroInfo 2011), vol. 2, pg. 856-867, 2011, Shaker
  26. 2005-2010

  27. I. N. Athanasiadis, A. E. Rizzoli, D. Beard, Data Mining Methods for Quality Assurance in an Environmental Monitoring Network, 20th Intl Conf on Artificial Neural Networks (ICANN 2010), Lecture Notes in Computer Science, vol. 6354, pg. 451-456, 2010, Springer Verlag Paper DOI
  28. J.-E. Wien, A. E. Rizzoli, R. Knapen, I. N. Athanasiadis, S. Janssen, L. Ruinelli, F. Villa, M. Svensson, P. Wallman, B. Jonsson, M. van Ittersum, A web-based software system for model integration in impact assessments of agricultural and environmental policies, Environmental and agricultural modelling: integrated approaches for policy impact assessment, pg. 207-234, 2010, Springer Paper DOI
  29. K. Louhichi, S. Janssen, A. Kanellopoulos, H. Li, N. Borkowski, G. Flichman, H. Hengsdijk, P. Zander, M. B. Fonseca, G. Stokstad, I. N. Athanasiadis, A. E. Rizzoli, D. Huber, T. Heckelei, M. van Ittersum, A Generic Farming System Simulator, Environmental and agricultural modelling: integrated approaches for policy impact assessment, pg. 109-132, 2010, Springer-Verlag Paper DOI
  30. M. Donatelli, G. R. A. E. Rizzoli, M. Acutis, M. Adam, I. N. Athanasiadis, M. Balderacchi, L. Bechini, H. Belhouchette, G. Bellocchi, J.-E. Bergez, M. Botta, E. Braudeau, S. Bregaglio, L. Carlini, E. Casellas, F. Celette, E. Ceotto, M. Hé. Charron-Moirez, R. Confalonieri, M. Corbeels, L. Criscuolo, P. Cruz, A. di Guardo, D. Ditto, C. Dupraz, M. Duru, D. Fiorani, A. Gentile, F. Ewert, C. Gary, E. Habyarimana, C. Jouany, K. Kansou, R. Knapen, G. L. Filippi, P. A. Leffelaar, L. Manici, G. Martin, P. Martin, E. Meuter, N. Mugueta, R. Mulia, M. van Noordwijk, R. Oomen, A. Rosenmund, V. Rossi, F. Salinari, A. Serrano, A. Sorce, G. Vincent, J.-P. Theau, O. Thérond, M. Trevisan, P. Trevisiol, F. K. van Evert, D. Wallach, J. Wery, A. Zerourou, A Component-Based Framework for Simulating Agricultural Production and Externalities, Environmental and agricultural modelling: integrated approaches for policy impact assessment, pg. 63-108, 2010, Springer Paper DOI
  31. G. Schimak, A. E. Rizzoli, G. Avellino, T. Pariente Lobo, J. Fuentes, I. N. Athanasiadis, Information enrichment using TaToo's semantic framework, 4rd Intl Conf on Metadata and Semantics Research (MTSR 2010), CCIS, 2010, Springer Paper DOI
  32. I. N. Athanasiadis, A.-E. Rizzoli, S. Janssen, E. Andersen, F. Villa, Ontology for Seamless Integration of Agricultural Data and Models, 3rd Intl Conf on Metadata and Semantics Research (MTSR'09), CCIS, vol. 46, pg. 282-293, 2009, Springer-Verlag Paper DOI
  33. I. N. Athanasiadis, P. A. Mitkas, A methodology for developing environmental information systems with software agents, Advanced Agent-Based Environmental Management Systems, Whitestein Series in Software Agent Technologies and Autonomic Computing, vol. 21, pg. 119-138, 2009, Birkhäuser Paper DOI
  34. I. N. Athanasiadis, Towards a virtual enterprise architecture for the environmental sector, Selected Readings on Information Technology Management: Contemporary Issues, pg. 126-136, 2009, Information Science Reference
  35. K. Gibert, J. Spate, M. Sánchez-Marré, I. N. Athanasiadis, J. Comas, Data mining for environmental systems, Environmental Modelling, Software and Decision Support: State of the art and new perspective, Developments in Integrated Environmental Assessment, vol. 3, pg. 205-228, 2008, Elsevier Paper DOI
  36. A. E. Rizzoli, G. Leavesley, R. Argent, J. Ascough, I. N. Athanasiadis, V. Brilhante, F. H. Claeys, O. David, M. Donatelli, P. Gijsbers, D. Havlik, A. Kassahun, P. Krause, N. W. Quinn, H. Scholten, R. S. Sodja, F. Villa, Integrated Modelling Frameworks for Environmental Assessment and Decision Support, Environmental Modelling, Software and Decision Support, Developments in Integrated Environmental Assessment, vol. 3, pg. 101-118, 2008, Elsevier Paper DOI
  37. I. N. Athanasiadis, Towards a virtual enterprise architecture for the environmental sector, Virtual Technologies: Concepts, Methodologies, Tools, and Applications, vol. 2, pg. 368-378, 2008, Information Science Reference
  38. S. Janssen, J. Wien, H. Li, I. N. Athanasiadis, F. Ewert, M. Knapen, D. Huber, O. Thérond, A. Rizzoli, H. Belhouchette, M. Svensson, M. van Ittersum, Defining projects and scenarios for integrated assessment modelling using ontology, MODSIM 2007 Intl Congress on Modelling and Simulation, pg. 2055-2061, 2007, Modelling and Simulation Society of Australia and New Zealand
  39. J. J. F. Wien, M. J. R. Knapen, S. J. C. Janssen, P. J. F. M. Verweij, I. N. Athanasiadis, H. Li, A. E. Rizzoli, F. Villa, Using ontology to harmonize knowledge concepts in data and models, MODSIM 2007 Intl Congress on Modelling and Simulation, pg. 1959-1965, 2007, Modelling and Simulation Society of Australia and New Zealand
  40. I. N. Athanasiadis, Training intelligent agents in the semantic web era: The golf advisor agent, IEEE Intl Conf on Web Intelligence and Intelligent Agent Technology - Workshops (WI-IAT 2007), 2007, IEEE Press Paper DOI
  41. I. N. Athanasiadis, F. Villa, A. E. Rizzoli, Ontologies, JavaBeans and Relational Databases for enabling semantic programming, 31th IEEE Intl Conf on Computer Software and Applications (COMPSAC 2007), vol. 2, pg. 341-346, 2007, IEEE Paper DOI
  42. I. N. Athanasiadis, S. Janssen, D. Huber, A. E. Rizzoli, M. van Ittersum, Semantic modelling in farming systems research: The case of the Agricultural Management Definition Module, 3rd Intl Symp on Information Technologies in Environmental Engineering (ITEE 2007), pg. 417-432, 2007, Springer-Verlag Paper DOI
  43. A. E. Rizzoli, I. N. Athanasiadis, F. Villa, Delivering environmental knowledge: a semantic approach, Proc. 21st International Conference on Informatics for Environmental Protection: EnviroInfo 2007, vol. 1, pg. 43-50, 2007, Shaker Verlag
  44. I. N. Athanasiadis, Towards a virtual enterprise architecture for the environmental sector, Agent and Web Service Technologies in Virtual Enterprises, pg. 256-266, 2007, Information Science Reference
  45. I. N. Athanasiadis, The Fuzzy Lattice Reasoning Classifier for mining environmental data, Computational Intelligence Based on Lattice Theory, Studies in Computational Intelligence, pg. 175-193, 2007, Springer-Verlag Paper DOI
  46. I. N. Athanasiadis, V. G. Kaburlasos, Air quality assessment using Fuzzy Lattice Reasoning (FLR), IEEE Intl Conf on Fuzzy Systems, World Congress on Computational Intelligence (WCCI 2006), pg. 231-236, 2006, IEEE Paper DOI
  47. M. Efraimidou, M. Kanaki, I. N. Athanasiadis, P. Mitkas, K. Karatzas, Data mining air quality data for Athens, Greece, Managing Environmental Knowledge (Proc. 20th Int'l Conference on Informatics for Environmental Protection: EnviroInfo 2006), pg. 505-508, 2006, Shaker Verlag
  48. 2000-2005

  49. A. E. Rizzoli, M. Donatelli, I. N. Athanasiadis, F. Villa, R. Muetzelfeldt, D. Huber, Semantic links in integrated modelling frameworks, MODSIM 2005 Intl Congress on Modelling and Simulation, pg. 704-710, 2005, Modelling and Simulation Society of Australia and New Zealand
  50. T. van der Wal, R. Knapen, M. Svensson, I. N. Athanasiadis, A. E. Rizzoli, Trade-offs in the design of cross-disciplinary software systems, MODSIM 2005 Intl Congress on Modelling and Simulation, pg. 732-737, 2005, Modelling and Simulation Society of Australia and New Zealand
  51. I. N. Athanasiadis, A review of agent-based systems applied in environmental informatics, MODSIM 2005 Intl Congress on Modelling and Simulation, pg. 1574-1580, 2005, Modelling and Simulation Society of Australia and New Zealand
  52. I. N. Athanasiadis, A. Solsbach, P. A.Mitkas, J. Marx-Gómez, An agent-based middleware for environmental information management, 2nd Intl Symp on Information Technologies in Environmental Engineering (ITEE 2005), pg. 253-267, 2005, Shaker Verlag
  53. P. A. Mitkas, A. L. Symeonidis, I. N. Athanasiadis, A retraining methodology for enhancing agent intelligence, IEEE Int'l Conference on Integration of Knowledge Intensive Multi-Agent Systems (KIMAS-05), pg. 422-428, 2005, IEEE Paper DOI
  54. P. A. Mitkas, D. Kehagias, A. L. Symeonidis, I. N. Athanasiadis, A framework for constructing multi-agent applications and training intelligent agents, Lecture Notes in Computer Science (Agent Oriented Software Engineering IV), vol. 2935, pg. 96-109, 2004, Springer Paper DOI

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