Ioannis Athanasiadis bio photo

Ioannis Athanasiadis

Professor and Chair of Artificial Intelligence
Wageningen University & Research

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Articles in peer-reviewed journals

> Publications

    2025

  1. M. Radulović, M. Markovic, S. Brdar, I. Athanasiadis, G. Mimić, The first geospatial dataset of irrigated fields (2020–2024) in Vojvodina (Serbia), Scientific data, 12:105, 2025, Nature Publishing Group UK Paper Open Access DOI
  2. L.-B. Sweet, I. N. Athanasiadis, R. van Bree, A. Castellano, P. Martre, D. Paudel, A. C. Ruane, J. Zscheischler, Transdisciplinary coordination is essential for advancing agricultural modeling with machine learning, One Earth, 8:101233, 2025, Elsevier BV Paper Open Access DOI
  3. J. Han, L. Shi, Q. Yang, J. Yu, I. N. Athanasiadis, Knowledge-guided machine learning with multivariate sparse data for crop growth modelling, Field crops research, 328:109912, 2025, Elsevier BV Paper Open Access DOI Code Open Access Link
  4. K. J. Bagstad, S. Balbi, G. Adamo, I. N. Athanasiadis, F. Affinito, S. Willcock, A. Magrach, K. Hayashi, Z. V. Harmáčková, A. Niamir, B. Smets, M. Buchhorn, E. G. Drakou, A. Alfieri, B. Edens, L. G. Morales, Á. Vári, M.-J. Sanz, F. Villa, Interoperability for ecosystem service assessments: Why, how, who, and for whom?, Ecosystem services, 72:101705, 2025, Elsevier BV Paper Open Access DOI
  5. I. Tsoumas, V. Sitokonstantinou, G. Giannarakis, E. Lampiri, C. Athanassiou, G. Camps-Valls, C. Kontoes, I. Athanasiadis, Leveraging causality and explainability in digital agriculture, Environmental Data Science, 4:e23, 2025, Cambridge University Press Paper Open Access DOI
  6. D. Marcos, R. van de Vlasakker, I. N. Athanasiadis, P. Bonnet, H. Goeau, A. Joly, W. D. Kissling, C. Leblanc, A. S. J. van Proosdij, K. P. Panousis, Fully automatic extraction of morphological traits from the Web: utopia or reality?, Applications in Plant Sciences, 5:1-12, 2025 Paper Open Access DOI
  7. D. Marcos, R. van de Vlasakker, I. N. Athanasiadis, P. Bonnet, H. Goeau, A. Joly, W. D. Kissling, C. Leblanc, A. S. J. van Proosdij, K. P. Panousis, Fully automatic extraction of morphological traits from the Web: utopia or reality?, Applications in Plant Sciences, 5:1-12, 2025 Paper Open Access DOI
  8. L.-B. Sweet, I. N. Athanasiadis, R. van Bree, A. Castellano, P. Martre, D. Paudel, A. C. Ruane, J. Zscheischler, Transdisciplinary coordination is essential for advancing agricultural modeling with machine learning, One Earth, 8:101233, 2025, Elsevier BV Paper Open Access DOI
  9. J. Han, L. Shi, Q. Yang, J. Yu, I. N. Athanasiadis, Knowledge-guided machine learning with multivariate sparse data for crop growth modelling, Field Crops Research, 328:109912, 2025, Elsevier BV Paper Open Access DOI Code Open Access Link
  10. I. Tsoumas, V. Sitokonstantinou, G. Giannarakis, E. Lampiri, C. Athanassiou, G. Camps-Valls, C. Kontoes, I. Athanasiadis, Leveraging causality and explainability in digital agriculture, Environmental Data Science, 4:e23, 2025, Cambridge University Press Paper Open Access DOI
  11. K. J. Bagstad, S. Balbi, G. Adamo, I. N. Athanasiadis, F. Affinito, S. Willcock, A. Magrach, K. Hayashi, Z. V. Harmáčková, A. Niamir, B. Smets, M. Buchhorn, E. G. Drakou, A. Alfieri, B. Edens, L. G. Morales, Á. Vári, M.-J. Sanz, F. Villa, Interoperability for ecosystem service assessments: Why, how, who, and for whom?, Ecosystem services, 72:101705, 2025, Elsevier BV Paper Open Access DOI
  12. M. Radulović, M. Markovic, S. Brdar, I. Athanasiadis, G. Mimić, The first geospatial dataset of irrigated fields (2020–2024) in Vojvodina (Serbia), Scientific data, 12:105, 2025 Paper Open Access DOI

    13. 2024

  13. J. P. L. F. Brêda, L. A. Melsen, I. Athanasiadis, Al. Van Dijk, V. A. Siqueira, A. Verhoef, Y. Zeng, M. van der Ploeg, Predictor importance for hydrological fluxes of global hydrological and land surface models, Water Resources Research, 60 (9):e2023WR036418, 2024 Paper Open Access DOI Code Open Access Link
  14. 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

    15. 2023

  15. 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
  16. 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
  17. 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 Data Open Access DOI
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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

    25. 2022

  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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

    32. 2021

  32. 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
  33. 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
  34. 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
  35. 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
  36. C.Pylianidis, S. Osinga, I. N. Athanasiadis, Introducing digital twins to agriculture, Computers and Electronics in Agriculture, 184:105942, 2021 Paper Open Access DOI
  37. 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

    38. 2020

  38. 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
  39. 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
  40. 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
  41. 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
  42. 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
  43. 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
  44. 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
  45. G. Motta, B. Tekinerdogan, I. N. Athanasiadis, Blockchain applications in the agrifood domain: the first wave, Frontiers in Blockchain, 2020 Paper Open Access DOI
  46. 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
  47. 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

    48. 2019

  48. 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
  49. 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
  50. 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

    51. 2018

  51. 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
  52. K. Gibert, J. S. Horsburgh, I. N. Athanasiadis, G. Holmes, Environmental Data Science, Environmental Modelling and Software, 106:4-12, 2018 Paper DOI
  53. 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
  54. 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

    55. 2017

  55. 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
  56. 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
  57. 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
  58. A. Samourkasidis, I. N. Athanasiadis, A Miniature Data Repository on a Raspberry Pi, Electronics, 6:1, 2017, Multidisciplinary Digital Publishing Institute Paper DOI

    59. 2016

  59. 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

    60. 2015

  60. 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

    61. 2014

  61. 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
  62. 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
  63. 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

    64. 2012

  64. 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

    65. 2011

  65. 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
  66. 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

    67. 2009

  67. 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
  68. 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
  69. 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
  70. 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

    71. 2008

  71. 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
  72. 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
  73. I. N. Athanasiadis, S. Janssen, Semantic mediation for environmental model components integration, Information Technologies in Environmental Engineering, 1:3-11, 2008

    74. 2007

  74. 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
  75. 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
  76. 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
  77. 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
  78. 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

    79. 2006

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

    80. 2005

  80. 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
  81. 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

    82. 2004

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