Ioannis Athanasiadis bio photo

Ioannis Athanasiadis

Professor and Chair of Artificial Intelligence
Wageningen University & Research

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List of Publications

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    2026

  1. T. L. van der Plas, J. J. W. Bakermans, V. Nedungadi, G. Tijūnaitytė, M. Rußwurm, I. N. Athanasiadis, Better together: Evaluating the complementarity of Earth embedding models, 2026 Paper DOI
  2. Z. Lu, T. L. van der Plas, P. Rashidi, W. D. Kissling, I. N. Athanasiadis, Flexible metadata harvesting for ecology using large language models, Communications in Computer and Information Science, Communications in computer and information science, pg. 338-352, 2026, Springer Nature Switzerland Paper DOI
  3. A. Potze, F. van Eeuwijk, I. N. Athanasiadis, MixINN: Accelerating plant breeding by combining mixed models and deep learning for interaction prediction, 2026 Paper DOI
  4. Y. Shao, F. van Eeuwijk, C.F.W. Peeters, O. Zumsteg, I. N. Athanasiadis, G. van Voorn, Physics-Informed Neural Network methods for predicting plant height development, Computers and Electronics in Agriculture, 251:111988, 2026, Elsevier Paper DOI
  5. I. N. Athanasiadis, Foundation models for agricultural sciences - Challenges and opportunities, ICLR 2026 Workshop on Foundation Models for Science, 2026 Paper Open Access DOI
  6. R. van Bree, D. Marcos, I. N. Athanasiadis, BloomBench: A Multi-Species Benchmark for Evaluating the Generalization of Fruit Tree Phenology Models, AAAI 2026 International Workshop on AI in Agriculture, 2026 Paper Open Access DOI
  7. X. Xiong, R. Zhong, H. Jiang, I. Athanasiadis, Y. Yang, L. Zhu, T. Lin, Corn yield estimation under extreme climate stress with knowledge-encoded deep learning, ISPRS Journal of Photogrammetry and Remote Sensing, 231:101-118, 2026, Elsevier Paper DOI
  8. F. Eigenbrod, P. Alexander, N. Apfel, I. N. Athanasiadis, T. Berger, J. M. Bullock, G. Duveiller, J. Equihua, I. Menezes, R. Moreira, D. Paudel, V. Sitokonstantinou, M. Reichstein, S. Willcock, T. Woodman, Causal machine learning methods for understanding land use and land cover change, Landscape Ecology, 41:25, 2026, Springer Science and Business Media LLC Paper DOI

    9. 2025

  9. M. Kallenberg, H. Baja, M. Ilić, A. Tomčić, M. Tošić, I. Athanasiadis, Interoperable agricultural digital twins with reinforcement learning intelligence, Smart Agricultural Technology, 12:101412, 2025, Elsevier BV Paper Open Access DOI Code Open Access Link
  10. R. d. S. Nóia-Júnior, A. C. Ruane, I. N. Athanasiadis, F. Ewert, M. T. Harrison, J. Jägermeyr, P. Martre, C. Müller, T. Palosuo, M. Salmerón, H. Webber, D. S. Maccarthy, S. Asseng, Crop models for future food systems, One Earth, 8:101487, 2025, Elsevier BV Paper DOI
  11. H. Baja, M. G. J. Kallenberg, H. N. C. Berghuijs, I. N. Athanasiadis, Adaptive fertilizer management for optimizing nitrogen use efficiency with constrained reinforcement learning, Computers and Electronics in Agriculture, 237:110554, 2025, Elsevier BV Paper Open Access DOI Code Open Access Link
  12. E. van Tegelen, G. van Voorn, I. N. Athanasiadis, P. van Heijster, Neural ordinary differential equations for learning and extrapolating system dynamics across bifurcations, Chaos, 35:101103, 2025, AIP Publishing Paper DOI Data Open Access DOI Code Open Access Link
  13. M. Marković, P. Lugonja, S. Brdar, I. Athanasiadis, M. Radulović, B. Pejak, M. Mesaroš, V. Crnojević, Double cropping detection in the moderate continental climate region of Serbia using machine learning and Sentinel-2 data, European Journal of Remote Sensing, 58:2533462, 2025, Taylor & Francis Paper Open Access DOI Data Open Access DOI
  14. R. Knapen, A. de Wit, E. Buyukkaya, P. Petrou, D. Paudel, S. Janssen, I. Athanasiadis, Efficient and scalable crop growth simulations using standard big data and distributed computing technologies, Computers and Electronics in Agriculture, 236:110392, 2025, Elsevier BV Paper Open Access DOI
  15. V. Nedungadi, X. Xiong, A. Potze, R. Van Bree, T. Lin, M. Rußwurm, I. N. Athanasiadis, From general to specialized: The need for foundational models in agriculture, ICCV 2025 Workshop on Sustainability with Earth Observation and AI, 2025 Paper Open Access DOI
  16. J. Bonenkamp, R. Biesbroek, I. N. Athanasiadis, Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text, Proceedings of the 2nd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2025), pg. 266-277, 2025, Association for Computational Linguistics Paper Open Access DOI
  17. Z. Zhao, W. D. Kissling, G. M. Hengeveld, I. Athanasiadis, K. Soetaert, A. Hof, A virtual lab maturity model for guiding the co-development of advanced virtual research environments, 2025 IEEE International Conference on Service-Oriented System Engineering (SOSE), pg. 20-26, 2025, IEEE Paper Open Access DOI
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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 Data Open Access DOI

    24. 2026

  24. M. Kallenberg, D. Paudel, S. Ofori-Ampofo, H. Baja, R. van Bree, A. Potze, P. Poudel, A. Saleh, W. Anderson, M. von Bloh, A. Castellano, O. Ennaji, R. Hamed, R. Laudien, D. Lee, I. Luna, D. Masiliūnas, M. Meroni, J. M. Mutuku, S. Mkuhlani, J. Richetti, A. C. Ruane, R. Sahajpal, G. Shuai, V. Sitokonstantinou, R. de S. Nóia-Júnior, A. K. Srivastava, R. Strong, L.-b. Sweet, P. Vojnović, A. de Wit, M. Zachow, and I. N. Athanasiadis, CY-Bench: A comprehensive benchmark dataset for sub-national crop yield forecasting, 2026 Paper Open Access DOI Data Open Access DOI Code Open Access Link

    25. 2025

  25. R. van Bree, D. Marcos, I. Athanasiadis, Hybrid phenology modeling for predicting temperature effects on tree dormancy, Proceedings of the AAAI Conference on Artificial Intelligence, 37:28458-28466, 2025 Paper Open Access DOI Code Open Access Link
  26. H. Baja, M. Kallenberg, I. N. Athanasiadis, To measure or not: A cost-sensitive, selective measuring environment for agricultural management decisions with reinforcement learning, Proceedings of the AAAI Conference on Artificial Intelligence, 39:27831-27840, 2025 Paper Open Access DOI Code Open Access Link
  27. V. Nedungadi, M. A. Munir, M. Russwurm, R. Sarafian, I. N. Athanasiadis, Y. Rudich, F. Khan, S. Khan, AirCast: Improving air pollution forecasting through multi-variable data alignment, Proceedings of the TerraBytes ICML Workshop: Towards global datasets and models for Earth Observation, Proceedings of Machine Learning Research (PMLR), vol. 292, pg. 46-62, 2025 Paper Open Access DOI Code Open Access Link

    28. 2024

  28. 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
  29. 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

    30. 2023

  30. I. Tsoumas, V. Sitokonstantinou, G. Giannarakis, E. Lampiri, C. Athanassiou, G. Camps-Valls, C. Kontoes, I. Athanasiadis, Causality and Explainability for Trustworthy Integrated Pest Management, NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023 Paper Open Access DOI
  31. O.G. Younis, L. Corinzia, I. N. Athanasiadis, A. Krause, J. M. Buhmann, M. Turchetta, Breeding Programs Optimization with Reinforcement Learning, NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023 Paper Open Access DOI Code Open Access Link
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. M.G.J. Kallenberg, B. Maestrini, R. van Bree, P. Ravensbergen, C. Pylianidis, F. van Evert, I.N. Athanasiadis, Integrating processed-based models and machine learning for crop yield prediction, ICML Workshop on the Synergy of Scientific and Machine Learning Modelling, 2023 Paper Open Access DOI
  39. G. Koster, A C. Valk, I.N. Athanasiadis, Linking Earth observation data with ground truth from the open web, Image and Signal Processing for Remote Sensing XXIX, vol. 12733, pg. 201-207, 2023, SPIE Paper DOI
  40. 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
  41. 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
  42. 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
  43. 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
  44. J. Han, L. Shi, C. Pylianidis, Q. Yang, I.N. Athanasiadis, DeepOryza: A Knowledge guided machine learning model for rice growth simulation, 2nd AAAI Workshop on AI for Agriculture and Food Systems (AIAFS), 2023 Paper Open Access DOI
  45. 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

    46. 2022

  46. M. Turchetta, L. Corinzia, S. Sussex, A. Burton, J. Herrera, I. N. Athanasiadis, J. M. Buhmann, A. Krause, Learning long-term crop management strategies with CyclesGym, Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track, 2022 Paper Open Access DOI Code Open Access Link
  47. 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
  48. 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
  49. 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
  50. D.R. Paudel, D. Marcos, A. de Wit, H. Boogaard, I. N. Athanasiadis, A weakly supervised framework for high-resolution crop yield forecasts, Computing Research Repository, AI for Earth Sciences Workshop at 10th Int'l Conf Learning Representations (ICLR 2022), 2022 Paper Open Access DOI
  51. C. Pylianidis, I. N. Athanasiadis, Learning latent representations for operational nitrogen response rate prediction, Computing Research Repository, AI for Earth Sciences Workshop at 10th Int'l Conf Learning Representations (ICLR 2022), 2022 Paper Open Access DOI
  52. 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
  53. 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
  54. 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
  55. 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

    56. 2021

  56. 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
  57. S. Wolfert, L. van Wassenaer, S. van der Burg, M. Ryan, L. Klerkx, K. Rijswijk, M. McCampbell, I. Athanasiadis, G. Beers, Navigating the Twilight Zone: Pathways towards digital transformation of food systems, Mansholt Lecture No. 5, 2021, Wageningen University and Research Paper DOI
  58. 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
  59. P. Matavulj, S. Brdar, M. Rackovic, B. Sikoparija, I. N. Athanasiadis, Domain adaptation with unlabeled data for model transferability between airborne particle identifiers, 17th International Conference on Machine Learning and Data Mining (MLDM 2021), pg. 147-158, 2021 Paper Open Access DOI
  60. 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
  61. 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
  62. H. Overweg, H. N. C. Berghuijs, I. N. Athanasiadis, CropGym: a Reinforcement Learning Environment for Crop Management, Computing Research Repository, AIMOCC 2021 Workshop at 9th Int'l Conf Learning Representations (ICLR 2021), 2021 Paper Open Access DOI Code Open Access Link
  63. C.Pylianidis, S. Osinga, I. N. Athanasiadis, Introducing digital twins to agriculture, Computers and Electronics in Agriculture, 184:105942, 2021 Paper Open Access DOI
  64. 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
  65. 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
  66. 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
  67. 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

    68. 2020

  68. 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
  69. 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
  70. 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
  71. 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
  72. 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
  73. 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
  74. 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
  75. 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
  76. 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
  77. G. Motta, B. Tekinerdogan, I. N. Athanasiadis, Blockchain applications in the agrifood domain: the first wave, Frontiers in Blockchain, 2020 Paper Open Access DOI
  78. I. N. Athanasiadis, S. P. Frysinger, G. Schimak, W. J. Knibbe (eds.), Environmental Software Systems. Data Science in Action, 2020, Springer Verlag Paper DOI
  79. 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
  80. 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

    81. 2019

  81. D. Schokker, I.N. Athanasiadis, B. Visser, R.F. Veerkamp, C. Kamphuis, Using a data lake stack in Animal Sciences, Proceedings of the 9th European Conference on Precision Livestock Farming, pg. 140-144, 2019
  82. D. Jensen, M. van der Voort, C. Kamphuis, I. N. Athanasiadis, A. de Vries, H. Hogeveen, Comparison of data driven mastitis detection methods, Proceedings of the 9th European Conference on Precision Livestock Farming, pg. 626-632, 2019
  83. 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
  84. 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
  85. 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
  86. 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

    87. 2018

  87. 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
  88. 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
  89. K. Gibert, J. S. Horsburgh, I. N. Athanasiadis, G. Holmes, Environmental Data Science, Environmental Modelling and Software, 106:4-12, 2018 Paper DOI
  90. 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
  91. 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

    92. 2017

  92. 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
  93. 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
  94. 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
  95. A. Samourkasidis, I. N. Athanasiadis, A Miniature Data Repository on a Raspberry Pi, Electronics, 6:1, 2017, Multidisciplinary Digital Publishing Institute Paper DOI
  96. 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
  97. 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
  98. 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
  99. 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
  100. 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
  101. E. Papoutsoglou, R. Kaliyaperumal, T. van Hintum, R. G. Visser, I. N. Athanasiadis, R. Finkers, Toward better data sharing methods for genebanks, Proceedings of the 2nd International Workshop on Semantics for Biodiversity co-located with 16th International Semantic Web Conference (ISWC 2017), CEUR, vol. 1933, 2017
  102. J. Maselyne, K. Mertens, A. V. Nuffel, H. Scholten, I. N. Athanasiadis, M. Larrañaga, I. Fernández, IoF2020 - the Internet of Meat: towards applications of Internet of Things in the meat supply chain, 8th European Conference on Precision Livestock Farming, 2017

    103. 2016

  103. 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
  104. C. A. Salma, B. Tekinerdogan, I. N. Athanasiadis, Feature Driven Survey of Big Data Systems, Proceedings of the International Conference on Internet of Things and Big Data, pg. 348-355, 2016 Paper DOI

    105. 2015

  105. 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
  106. 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
  107. A. J. Jakeman, S. H. Hamilton, I. N. Athanasiadis, S. A. Pierce, Introductory Overviews, Environmental Modelling and Software, 64:240, 2015 Paper DOI
  108. 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
  109. 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
  110. 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
  111. 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
  112. 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
  113. 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
  114. E. Papoutsoglou, A. Samourkasidis, M.-Y. Tsai, M. Davey, A. Ineichen, M. Eeftens, I. N. Athanasiadis, Towards an air pollution health study data management system - A case study from a smoky Swiss railway, Building the knowledge base for environmental action and sustainability, Adjunct Proceedings of the 29th EnviroInfo and 3rd ICT4S Conference, vol. 2, pg. 65-74, 2015, University of Copenhagen

    115. 2014

  115. 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
  116. 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
  117. 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
  118. 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
  119. 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
  120. 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)
  121. A. Samourkasidis, I. N. Athanasiadis, Towards a low-cost, full-service air quality data archival system, 7th Intl. Congress on Env. Modelling and Software, pg. 1192-1199, 2014, International Environmental Modelling and Software Society (iEMSs)
  122. R. Denzer, P. Fitch, I. N. Athanasiadis, D. P. Ames, Parallel Simulation of Environmental Phenomena, 7th Intl. Congress on Env. Modelling and Software, pg. 347-353, 2014, International Environmental Modelling and Software Society (iEMSs)
  123. D. Anastasiadou, K. Koulinas, F. Kiourtsis, I. N. Athanasiadis, Complementary software solutions for efficient timber logging and trade management, Proc. 28th Int'l Conf. Informatics for Environmental Protection (Enviroinfo 2014), pg. 783-788, 2014, Univ of Oldenburg BIS Verlag
  124. I. N. Athanasiadis, F. Villa, G. Examiliotou, Y. Iliopoulos, Y. Mertzanis, Towards a semantic framework for wildlife modeling, Proc. 28th Int'l Conf. Informatics for Environmental Protection (Enviroinfo 2014), pg. 287-292, 2014, Univ of Oldenburg BIS Verlag

    125. 2013

  125. 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
  126. 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
  127. 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

    128. 2012

  128. 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
  129. 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
  130. 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
  131. S. Janssen, D. van Kraalingen, H. Boogaard, A. de Wit, J. Franke, C. Porter, I. N. Athanasiadis, A generic data schema for crop experiment data in food security research, 2012 International Congress on Environmental Modelling and Software, 2012, International Environmental Modelling and Software Society (iEMSs)

    132. 2011

  132. 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
  133. 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
  134. 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
  135. 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
  136. 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
  137. 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
  138. 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
  139. 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
  140. C. Porter, S. Janssen, I. N. Athanasiadis, Software challenges for the Agricultural Model Intercomparison Project, 3rd International Workshop on Software Research and Climate Change at 25th European Conference on Object-Oriented Programming (ECOOP-2011), 2011

    141. 2010

  141. S. Sánchez-Alonso, I. N. Athanasiadis (eds.), Metadata and Semantic Research, 2010, Springer Verlag Paper DOI
  142. 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
  143. 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
  144. 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
  145. 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
  146. 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
  147. 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
  148. 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
  149. A. E. Rizzoli, G. Schimak, M. Donatelli, J. Hrebicek, G. Avellino, J. L. Mon, I. Athanasiadis, TaToo: tagging environmental resources on the web by semantic annotations, 5th Intl Congress on Environmental Modelling and Software (iEMSs 2010), 2010, International Environmental Modelling and Software Society (iEMSs)
  150. S. Janssen, I. N. Athanasiadis, E. Andersen, A. E. Rizzoli, J.-E. J. Wien, M. K. van Ittersum, Methods for semantic annotation of an integrated assessment tool for agricultural systems, 5th Intl Congress on Environmental Modelling and Software (iEMSs 2010), 2010, International Environmental Modelling and Software Society (iEMSs)
  151. A. Kassahun, A. Rizzoli, I. Athanasiadis, M. Makowski, H. Scholten, A. Krause, A. Beulens, Towards a service-oriented e-infrastructure for multidisciplinary environmental research, 5th Intl Congress on Environmental Modelling and Software (iEMSs 2010), 2010, International Environmental Modelling and Software Society (iEMSs)

    152. 2009

  152. 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
  153. 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
  154. 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
  155. 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
  156. 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
  157. 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
  158. 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
  159. 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
  160. I. N. Athanasiadis, A. E. Rizzoli, Domain object modeling with relational persistence for idiomatic OWL/RDF, Workshop on Ontology-Driven Software Engineering at OOPSLA, 2009

    161. 2008

  161. 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
  162. 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
  163. I. N. Athanasiadis, S. Janssen, Semantic mediation for environmental model components integration, Information Technologies in Environmental Engineering, 1:3-11, 2008
  164. 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
  165. 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
  166. 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
  167. S. Janssen, E. Andersen, I. N. Athanasiadis, M. K. van Ittersum, A pan-European database for integrated assessment and modeling of agricultural systems, 4th Intl Congress on Environmental Modelling and Software (iEMSs 2008), vol. 2, pg. 719-726, 2008

    168. 2007

  168. 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
  169. 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
  170. 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
  171. 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
  172. 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
  173. 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
  174. 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
  175. 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
  176. 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
  177. 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
  178. 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
  179. 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
  180. 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
  181. A. E. Rizzoli, H. Li, I. N. Athanasiadis, F. Marechal, Semantically Rich Interfaces for Simulation Interoperability, European Simulation Interoperability Workshop (EuroSIW 2007), pg. 60, 2007, Simulation Interoperability Standards Organization
  182. I. N. Athanasiadis, F. Villa, A. E. Rizzoli, Enabling knowledge-based software engineering through semantic-object-relational mappings, 3rd Intl Workshop on Semantic Web Enabled Software Engineering, 4th European Semantic Web Conference, pg. 16-30, 2007, KnowledgeWeb
  183. D. D. Pennington, J. Madin, F. Villa, I. N. Athanasiadis, Computer-Supported Collaborative Knowledge Modeling in Ecology, Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007) at 16th International World Wide Web Conference (WWW2007), CEUR, vol. 273, 2007
  184. F. Tzima, I. N. Athanasiadis, P. A. Mitkas, Agent-based modelling and simulation in the irrigation management sector: applications and potential, Water Saving in Mediterranean Agriculture (WASAMED 2007), Options M{\'e}diterran{\'e}ennes, vol. 56-2, pg. 273-286, 2007

    185. 2006

  185. I. N. Athanasiadis, An intelligent service layer upgrades environmental information management, IT Professional, 8:34-39, 2006 Paper DOI
  186. 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
  187. 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
  188. I. N. Athanasiadis, K. D. Karatzas, P. Mitkas, Classification techniques for air quality forecasting, 5th ECAI Workshop on Binding Environmental Sciences and Artificial Intelligence (BESAI 2006), 17th European Conf on Artificial Intelligence, 2006
  189. A. Mavridis, A. Koumpis, I. N. Athanasiadis, Towards an intelligent decision support architecture in extended-enterprises, 6th Intl Conf on Recent Advances in Soft Computing (RASC 2006), 2006
  190. I. N. Athanasiadis, A. E. Rizzoli, M. Donatelli, L. Carlini, Enriching software model interfaces using ontology-based tools, 3rd Intl Congress on Environmental Modelling and Software (iEMSs 2006), 2006, International Environmental Modelling and Software Society (iEMSs)
  191. K. Kok, P. Valkering, J. Carmichael, J. Hinkel, I. N. Athanasiadis, O. Salmi, V. Moreau, P. Steenhof, Problem formulation and classification in integrated assessment modelling, More Puzzle Solving for Policy, pg. 208-217, 2006, University of Maastricht

    192. 2005

  192. I. N. Athanasiadis, A methodology for developing software-agent systems in environmental informatics applications, PhD Thesis, pg. 228, 2005, Aristotle University of Thessaloniki Paper DOI
  193. 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
  194. 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
  195. 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
  196. 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
  197. 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
  198. 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
  199. I. N. Athanasiadis, P. A. Mitkas, System for the interconnection of sensors with preprocessed information provided through the semantic diffusion of knowledge, Greek Patent, 2005
  200. 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

    201. 2004

  201. I. N. Athanasiadis, P. A. Mitkas, An agent-based intelligent environmental monitoring system, Management of Environmental Quality, 15:238-249, 2004 Paper DOI
  202. I. N. Athanasiadis, P. A. Mitkas, Applying agent technology in environmental management systems under real-time constraints, 2nd Intl Congress on Environmental Modelling and Software (iEMSs 2004), vol. 2, pg. 531-536, 2004, International Environmental Modelling and Software Society (iEMSs)
  203. I. N. Athanasiadis, P. Vartalas, P. A. Mitkas, DAWN: A platform for evaluating water-pricing policies using a software agent society, 2nd Intl Congress on Environmental Modelling and Software (iEMSs 2004), vol. 2, pg. 643-648, 2004, International Environmental Modelling and Software Society (iEMSs)
  204. I. N. Athanasiadis, P. A. Mitkas, Supporting the decision-making process in environmental monitoring systems with knowledge discovery techniques, Knowledge Discovery for Environmental Management - Knowledge-based Services for the Public Sector Symposium, vol. Workshop III, pg. 1-12, 2004, KDnet
  205. 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

    206. 2003

  206. G. Hatzidamianos, S. Diplaris, I. N. Athanasiadis, P. A. Mitkas, GenMiner: A data mining tool for protein analysis, 9th Panhellenic Conference in Informatics, pg. 346-360, 2003, Greek Computer Society (EPY)
  207. P. A. Mitkas, A. L. Symeonidis, D. D. Kehagias, I. N. Athanasiadis, Application of data mining and intelligent agent technologies to concurrent engineering, Concurrent Engineering: The Vision for the Future Generation in Research and Applications, vol. 1, pg. 11-18, 2003, Balkema Publishers
  208. I. N. Athanasiadis, P. A. Mitkas, G. B. Laleci, Y. Kabak, Embedding data-driven decision strategies on software agents: The case of a multi-agent system for monitoring air-quality indexes, Concurrent Engineering: The Vision for the Future Generation in Research and Applications, vol. 1, pg. 23-30, 2003, Balkema Publishers
  209. P. A. Mitkas, D. D. Kehagias, A. L. Symeonidis, I. N. Athanasiadis, A framework for constructing multi-agent applications and training intelligent agents, Agent-Oriented Software Engineering at Autonomous Agents and Multi-Agent Systems (AAMAS 2003), vol. W4, pg. 1-15, 2003
  210. I. N. Athanasiadis, V. G. Kaburlasos, P. A. Mitkas, V. Petridis, Applying machine learning techniques on air quality data for real-time decision support, 1st Intl Symp on Information Technologies in Environmental Engineering (ITEE-2003), pg. 51, 2003, ICSC-NAISO Academic Press

    211. 2002

  211. P. A. Mitkas, A. L. Symeonidis, D. D. Kehagias, I. N. Athanasiadis, G. Laleci, G. Kurt, Y. Kabak, A. Acar, A. Dogac, An agent framework for dynamic agent retraining: Agent Academy, Challenges and Achievements in e-business and e-work, pg. 757-764, 2002, IOS Press

    212. 2000

  212. I. N. Athanasiadis, Realization and comparison of P- and S- seismic phases detection algorithms using neural networks, MSc Thesis, pg. 98, 2000, Aristotle University of Thessaloniki