Ioannis Athanasiadis bio photo

Ioannis Athanasiadis

Professor of Artificial Intelligence
Wageningen University & Research

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Articles in peer-reviewed journals

> Publications

    2022

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 2021

  8. 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
  9. 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
  10. 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
  11. 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
  12. C.Pylianidis, S. Osinga, I. N. Athanasiadis, Introducing digital twins to agriculture, Computers and Electronics in Agriculture, 184:105942, 2021 Paper Open Access DOI
  13. 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
  14. 2020

  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. G. Motta, B. Tekinerdogan, I. N. Athanasiadis, Blockchain applications in the agrifood domain: the first wave, Frontiers in Blockchain, 2020 Paper Open Access DOI
  23. 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
  24. 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
  25. 2019

  26. 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
  27. 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
  28. 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
  29. 2018

  30. 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
  31. K. Gibert, J. S. Horsburgh, I. N. Athanasiadis, G. Holmes, Environmental Data Science, Environmental Modelling and Software, 106:4-12, 2018 Paper DOI
  32. 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
  33. 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
  34. 2017

  35. 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
  36. 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
  37. 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
  38. A. Samourkasidis, I. N. Athanasiadis, A Miniature Data Repository on a Raspberry Pi, Electronics, 6:1, 2017, Multidisciplinary Digital Publishing Institute Paper DOI
  39. 2016

  40. 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
  41. 2015

  42. 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
  43. 2014

  44. 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
  45. 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
  46. 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
  47. 2012

  48. 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
  49. 2011

  50. 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
  51. 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
  52. 2009

  53. 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
  54. 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
  55. 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
  56. 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
  57. 2008

  58. 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
  59. 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
  60. I. N. Athanasiadis, S. Janssen, Semantic mediation for environmental model components integration, Information Technologies in Environmental Engineering, 1:3-11, 2008
  61. 2007

  62. 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
  63. 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
  64. 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
  65. 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
  66. 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
  67. 2006

  68. I. N. Athanasiadis, An intelligent service layer upgrades environmental information management, IT Professional, 8:34-39, 2006 Paper DOI
  69. 2005

  70. 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
  71. 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
  72. 2004

  73. I. N. Athanasiadis, P. A. Mitkas, An agent-based intelligent environmental monitoring system, Management of Environmental Quality, 15:238-249, 2004 Paper DOI