Ioannis Athanasiadis bio photo

Ioannis Athanasiadis

Professor of Artificial Intelligence
Wageningen University & Research

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Articles in peer-reviewed journals

> Publications


  1. 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, in Press2022 Paper Open Access DOI
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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, 222022 Paper Open Access DOI
  7. 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
  8. 2021

  9. 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
  10. 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
  11. 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
  12. 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
  13. C.Pylianidis, S. Osinga, I. N. Athanasiadis,Introducing digital twins to agriculture, Computers and Electronics in Agriculture, 184:105942, 2021 Paper Open Access DOI
  14. 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
  15. 2020

  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. G. Motta, B. Tekinerdogan, I. N. Athanasiadis,Blockchain applications in the agrifood domain: the first wave, Frontiers in Blockchain, 2020 Paper Open Access DOI
  24. 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
  25. 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
  26. 2019

  27. 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
  28. 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
  29. 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
  30. 2018

  31. 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
  32. K. Gibert, J. S. Horsburgh, I. N. Athanasiadis, G. Holmes,Environmental Data Science, Environmental Modelling and Software, 106:4-12, 2018 Paper DOI
  33. 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
  34. 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
  35. 2017

  36. F. Villa, S. Balbi, I. N. Athanasiadis, C. Caracciolo,Semantics for interoperability of distributed data and models: Foundations for better-connected information, F1000Research, 62017 Paper Open Access DOI
  37. 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
  38. 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
  39. A. Samourkasidis, I. N. Athanasiadis,A Miniature Data Repository on a Raspberry Pi, Electronics, 6:1, 2017, Multidisciplinary Digital Publishing Institute Paper DOI
  40. 2016

  41. 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
  42. 2015

  43. 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
  44. 2014

  45. 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
  46. 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
  47. 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
  48. 2012

  49. 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
  50. 2011

  51. 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
  52. 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
  53. 2009

  54. 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
  55. 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
  56. 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
  57. 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
  58. 2008

  59. 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
  60. 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
  61. I. N. Athanasiadis, S. Janssen,Semantic mediation for environmental model components integration, Information Technologies in Environmental Engineering, 1:3-11, 2008
  62. 2007

  63. 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
  64. 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
  65. 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
  66. 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
  67. 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
  68. 2006

  69. I. N. Athanasiadis,An intelligent service layer upgrades environmental information management, IT Professional, 8:34-39, 2006 Paper DOI
  70. 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. 2004

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