A Framework for Constructing Multi-agent Applications and Training Intelligent Agents. - Pericles A. Mitkas; Dionisis D. Kehagias; Andreas L. Symeonidis; Ioannis N. Athanasiadis (AOSE, 2003)

Embedding data-driven decision strategies on software agents: the case of a multi-agent system for monitoring air-quality indexes. - Ioannis N. Athanasiadis; Pericles A. Mitkas; Gokce Laleci; Yildiray Kabak (CE, 2003)

Application of data mining and intelligent agent technologies to concurrent engineering. - Pericles A. Mitkas; Andreas L. Symeonidis; Dionisis D. Kehagias; Ioannis N. Athanasiadis (CE, 2003)

Software Agents for Assessing Environmental Quality: Advantages and Limitations. - Ioannis N. Athanasiadis; Pericles A. Mitkas (EnviroInfo (2), 2004)

An agent-based intelligent environmental monitoring system - Ioannis N. Athanasiadis; Pericles A. Mitkas (CoRR, 2004)

An agent framework for dynamic agent retraining: Agent academy - Pericles A. Mitkas; Andreas L. Symeonidis; Dionisis D. Kehagias; Ioannis N. Athanasiadis; Gokce Laleci; Gokhan Kurt; Yildiray Kabak; Aybar C. Acar; Asuman Dogac (CoRR, 2004)

An Agent-based Middleware for Environmental Information Management. - Ioannis N. Athanasiadis; Andreas Solsbach; Pericles A. Mitkas; Jorge Marx Gómez (ITEE, 2005)

Social influence and water conservation: an agent-based approach. - Ioannis N. Athanasiadis; Pericles A. Mitkas (Comput. Sci. Eng., 2005)

A Hybrid Agent-Based Model for Estimating Residential Water Demand. - Ioannis N. Athanasiadis; Alexandros K. Mentes; Pericles A. Mitkas; Yiannis A. Mylopoulos (Simul., 2005)

Data Mining Air Quality Data for Athens, Greece. - Melina Efraimidou; Maria Kanaki; Ioannis N. Athanasiadis; Pericles A. Mitkas; Kostas D. Karatzas (EnviroInfo, 2006)

Air Quality Assessment Using Fuzzy Lattice Reasoning (FLR). - Ioannis N. Athanasiadis; Vassilis G. Kaburlasos (FUZZ-IEEE, 2006)

An intelligent service layer upgrades environmental information management. - Ioannis N. Athanasiadis (IT Prof., 2006)

Ontologies, JavaBeans and Relational Databases for enabling semantic programming. - Ioannis N. Athanasiadis; Ferdinando Villa; Andrea Emilio Rizzoli (COMPSAC (2), 2007)

Delivering Environmental Knowledge: a Semantic Approach. - Andrea Emilio Rizzoli; Ioannis N. Athanasiadis; Ferdinando Villa (EnviroInfo (1), 2007)

Training Intelligent Agents in the Semantic Web Era: The Golf Advisor Agent. - Ioannis N. Athanasiadis (Web Intelligence/IAT Workshops, 2007)

Semantic Modeling in Farming Systems Research - The Case of the Agricultural Management Definition Module. - Ioannis N. Athanasiadis; Sander Janssen; David Huber 001; Andrea Emilio Rizzoli; Martin K. van Ittersum (ITEE, 2007)

Computer-Supported Collaborative Knowledge Modeling in Ecology. - Deana Pennington; Joshua S. Madin; Ferdinando Villa; Ioannis N. Athanasiadis (CKC, 2007)

Data mining for agent reasoning: A synergy for training intelligent agents. - Andreas L. Symeonidis; Kyriakos C. Chatzidimitriou; Ioannis N. Athanasiadis; Pericles A. Mitkas (Eng. Appl. Artif. Intell., 2007)

Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation. - Vassilis G. Kaburlasos; Ioannis N. Athanasiadis; Pericles A. Mitkas (Int. J. Approx. Reason., 2007)

A retraining methodology for enhancing agent intelligence. - Andreas L. Symeonidis; Ioannis N. Athanasiadis; Pericles A. Mitkas (Knowl. Based Syst., 2007)

The Fuzzy Lattice Reasoning (FLR) Classifier for Mining Environmental Data. - Ioannis N. Athanasiadis (Computational Intelligence Based on Lattice Theory, 2007)

Indirectly driven knowledge modelling in ecology. - Deana D. Pennington; Ioannis N. Athanasiadis; Shawn Bowers; Sergey Krivov; Joshua S. Madin; Mark Schildhauer; Ferdinando Villa (Int. J. Metadata Semant. Ontologies, 2008)

Semantic links in integrated modelling frameworks. - Andrea Emilio Rizzoli; Marcello Donatelli; Ioannis N. Athanasiadis; Ferdinando Villa; David Huber 001 (Math. Comput. Simul., 2008)

Ontology for Seamless Integration of Agricultural Data and Models. - Ioannis N. Athanasiadis; Andrea Emilio Rizzoli; Sander Janssen; Erling Andersen; Ferdinando Villa (MTSR, 2009)

A multi-agent system for meteorological radar data management and decision support. - Ioannis N. Athanasiadis; Marios Milis; Pericles A. Mitkas; Silas C. Michaelides (Environ. Model. Softw., 2009)

Defining assessment projects and scenarios for policy support: Use of ontology in Integrated Assessment and Modelling. - Sander Janssen; Frank Ewert; Hongtao Li; Ioannis N. Athanasiadis; J. J. F. Wien; Olivier Thérond; M. J. R. Knapen; I. Bezlepkina; J. Alkan-Olsson; Andrea Emilio Rizzoli; Hatem Belhouchette; M. Svensson; et al. (Environ. Model. Softw., 2009)

Modelling with knowledge: A review of emerging semantic approaches to environmental modelling. - Ferdinando Villa; Ioannis N. Athanasiadis; Andrea Emilio Rizzoli (Environ. Model. Softw., 2009)

Data Mining Methods for Quality Assurance in an Environmental Monitoring Network. - Ioannis N. Athanasiadis; Andrea Emilio Rizzoli; Daniel W. Beard (ICANN (3), 2010)

Information Enrichment Using TaToo's Semantic Framework. - Gerald Schimak; Andrea Emilio Rizzoli; Giuseppe Avellino; Tomás Pariente Lobo; José María Fuentes; Ioannis N. Athanasiadis (MTSR, 2010)

Best Paper Awards for 2009. - Anthony J. Jakeman; Andrea Emilio Rizzoli; Alexey A. Voinov; Ioannis N. Athanasiadis (Environ. Model. Softw., 2010)

Publishing Agro-Environmental Data to a Semantically Unified Environmental Information Space: a Case Study. - Sasa Nesic; Andrea Emilio Rizzoli; Ioannis N. Athanasiadis; Marcello Donatelli (EnviroInfo, 2011)

Towards a Semantically Unified Environmental Information Space. - Sasa Nesic; Andrea Emilio Rizzoli; Ioannis N. Athanasiadis (ISESS, 2011)

Publishing and Linking Semantically Annotated Agro-environmental Resources to LOD with AGROPub. - Sasa Nesic; Andrea Emilio Rizzoli; Ioannis N. Athanasiadis (MTSR, 2011)

Introducing a Content Integration Process for a Federation of Agricultural Institutional Repositories. - Vassilios Protonotarios; Laura Gavrilut; Ioannis N. Athanasiadis; Ilias Hatzakis; Miguel-Ángel Sicilia (MTSR, 2011)

Best Paper Awards for 2010. - Anthony J. Jakeman; Andrea Emilio Rizzoli; Alexey A. Voinov; Ioannis N. Athanasiadis; Thomas Berger; Mark E. Borsuk; Marcello Donatelli; Giorgio Guariso; Ari Jolma; Stefano Marsili-Libelli; Barbara J. Robson; Miquel Sànchez-Marrè; et al. (Environ. Model. Softw., 2011)

A Privacy-Preserving Cloud Computing System for Creating Participatory Noise Maps. - George Drosatos; Pavlos S. Efraimidis; Ioannis N. Athanasiadis; Ellie D'Hondt; Matthias Stevens (COMPSAC, 2012)

Publishing agro-environmental resources as linked data. - Sasa Nesic; Andrea Emilio Rizzoli; Ioannis N. Athanasiadis (Int. J. Metadata Semant. Ontologies, 2012)

Identifying Smart Solutions for Fighting Illegal Logging and Timber Trade. - Ioannis N. Athanasiadis; Despina Anastasiadou; Kostas Koulinas; Fotis Kiourtsis (ISESS, 2013)

A roadmap to domain specific programming languages for environmental modeling: key requirements and concepts. - Ioannis N. Athanasiadis; Ferdinando Villa (DSM@SPLASH, 2013)

Complementary software solutions for efficient timber logging and trade management. - Despina Anastasiadou; Kostas Koulinas; Fotis Kiourtsis; Ioannis N. Athanasiadis (EnviroInfo, 2014)

Towards a semantic framework for wildlife modeling. - Ioannis N. Athanasiadis; Ferdinando Villa; Georgina Examiliotou; Yorgos Iliopoulos; Yorgos Mertzanis (EnviroInfo, 2014)

Harmonization and translation of crop modeling data to ensure interoperability. - Cheryl H. Porter; Chris Villalobos; Dean P. Holzworth; Roger Nelson; Jeffrey W. White; Ioannis N. Athanasiadis; Sander Janssen; Dominique Ripoche; Julien Cufi; Dirk Raes; Meng Zhang 007; Rob Knapen; et al. (Environ. Model. Softw., 2014)

Privacy-preserving computation of participatory noise maps in the cloud. - George Drosatos; Pavlos S. Efraimidis; Ioannis N. Athanasiadis; Matthias Stevens; Ellie D'Hondt (J. Syst. Softw., 2014)

Pythia: A Privacy-Enhanced Personalized Contextual Suggestion System for Tourism. - George Drosatos; Pavlos S. Efraimidis; Avi Arampatzis; Giorgos Stamatelatos; Ioannis N. Athanasiadis (COMPSAC, 2015)

Towards an air pollution health study data management system - A case study from a smoky Swiss railway. - Evangelia Papoutsoglou; Argyrios Samourkasidis; Ming-Yi Tsai; Mark Davey; Alex Ineichen; Marloes Eeftens; Ioannis N. Athanasiadis (EnviroInfo/ICT4S (2), 2015)

Challenges in Modelling of Environmental Semantics. - Ioannis N. Athanasiadis (ISESS, 2015)

Interoperable Multimedia Annotation and Retrieval for the Tourism Sector. - Antonios Chatzitoulousis; Pavlos S. Efraimidis; Ioannis N. Athanasiadis (MTSR, 2015)

Thematic issue on agricultural systems modelling and software - Part II. - Ioannis N. Athanasiadis; Sander Janssen; Dean P. Holzworth; Peter J. Thorburn; Marcello Donatelli; Valerie O. Snow; Gerrit Hoogenboom; Jeffrey W. White (Environ. Model. Softw., 2015)

Agricultural production systems modelling and software: Current status and future prospects. - Dean P. Holzworth; Val Snow; Sander Janssen; Ioannis N. Athanasiadis; Marcello Donatelli; Gerrit Hoogenboom; Jeffrey W. White; Peter J. Thorburn (Environ. Model. Softw., 2015)

Introductory Overviews. - Anthony J. Jakeman; Serena H. Hamilton; Ioannis N. Athanasiadis; Suzanne A. Pierce (Environ. Model. Softw., 2015)

A Sensor Observation Service Extension for Internet of Things. - Argyrios Samourkasidis; Ioannis N. Athanasiadis (InterOSS@IoT, 2016)

Feature Driven Survey of Big Data Systems. - Çigdem Avci Salma; Bedir Tekinerdogan; Ioannis N. Athanasiadis (IoTBD, 2016)

Top 10 reviewers for environmental modelling and software in 2015. - Anthony J. Jakeman; Daniel P. Ames; Ioannis N. Athanasiadis; Stefan Reis; Andrea Emilio Rizzoli; Alexey A. Voinov (Environ. Model. Softw., 2016)

A Privacy-by-Design Contextual Suggestion System for Tourism. - Pavlos S. Efraimidis; George Drosatos; Avi Arampatzis; Giorgos Stamatelatos; Ioannis N. Athanasiadis (J. Sens. Actuator Networks, 2016)

Managing Variant Calling Files the Big Data Way: Using HDFS and Apache Parquet. - Aikaterini Boufea; Richard Finkers; Martijn van Kaauwen; Mark R. Kramer; Ioannis N. Athanasiadis (BDCAT, 2017)

Spatial classification with fuzzy lattice reasoning. - Constantinos Mavridis; Ioannis N. Athanasiadis (IML, 2017)

How to Start an Environmental Software Project. - Ioannis N. Athanasiadis (ISESS, 2017)

Toward Better Data Sharing Methods for Genebanks. - Evangelia Papoutsoglou; Rajaram Kaliyaperumal; Theo J. L. van Hintum; Richard G. F. Visser; Ioannis N. Athanasiadis; Richard Finkers (S4BioDiv@ISWC, 2017)

webXTREME: R-based web tool for calculating agroclimatic indices of extreme events. - Tommy Klein; Argyrios Samourkasidis; Ioannis N. Athanasiadis; Gianni Bellocchi; Pierluigi Calanca (Comput. Electron. Agric., 2017)

Semantics for interoperability of distributed data and models: Foundations for better-connected information. - Ferdinando Villa; Stefano Balbi; Ioannis N. Athanasiadis; Caterina Caracciolo (F1000Research, 2017)

Preface to the thematic issue on Environmental Data Science. Applications to air quality and water cycle. - Karina Gibert; Jeffery S. Horsburgh; Ioannis N. Athanasiadis; Geoff Holmes 001 (Environ. Model. Softw., 2018)

Environmental Data Science. - Karina Gibert; Jeffery S. Horsburgh; Ioannis N. Athanasiadis; Geoff Holmes 001 (Environ. Model. Softw., 2018)

A template framework for environmental timeseries data acquisition. - Argyrios Samourkasidis; Evangelia Papoutsoglou; Ioannis N. Athanasiadis (Environ. Model. Softw., 2019)

Location-Specific vs Location-Agnostic Machine Learning Metamodels for Predicting Pasture Nitrogen Response Rate. - Christos Pylianidis; Val Snow; Dean P. Holzworth; Jeremy Bryant; Ioannis N. Athanasiadis (ICPR Workshops (6), 2020)

Defining and Classifying Infrastructural Contestation: Towards a Synergy Between Anthropology and Data Science. - Christos Giovanopoulos; Yannis Kallianos; Ioannis N. Athanasiadis; Dimitris Dalakoglou (ISESS, 2020)

Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases. - Spiros Mouzakitis; Giannis Tsapelas; Sotiris Pelekis; Simos Ntanopoulos; Dimitris Askounis; Sjoukje A. Osinga; Ioannis N. Athanasiadis (ISESS, 2020)

Improving predictive performance on survival in dairy cattle using an ensemble learning approach. - Esther M. M. van der Heide; Claudia Kamphuis; Roel F. Veerkamp; Ioannis N. Athanasiadis; George Azzopardi; M. L. van Pelt; Bart Ducro (Comput. Electron. Agric., 2020)

A semantic approach for timeseries data fusion. - Argyrios Samourkasidis; Ioannis N. Athanasiadis (Comput. Electron. Agric., 2020)

Blockchain Applications in the Agri-Food Domain: The First Wave. - Giorgio Alessandro Motta; Bedir Tekinerdogan; Ioannis N. Athanasiadis (Frontiers Blockchain, 2020)

Introducing digital twins to agriculture. - Christos Pylianidis; Sjoukje A. Osinga; Ioannis N. Athanasiadis (Comput. Electron. Agric., 2021)

CropGym: a Reinforcement Learning Environment for Crop Management. - Hiske Overweg; Herman N. C. Berghuijs; Ioannis N. Athanasiadis (CoRR, 2021)

Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components. - Cyrille Ahmed Midingoyi; Christophe Pradal; Andreas Enders; Davide Fumagalli; Hélène Raynal; Marcello Donatelli; Ioannis N. Athanasiadis; Cheryl H. Porter; Gerrit Hoogenboom; Dean P. Holzworth; Frédérick Garçia; Peter J. Thorburn; et al. (Environ. Model. Softw., 2021)

A weakly supervised framework for high-resolution crop yield forecasts. - Dilli R. Paudel; Diego Marcos; Allard de Wit; Hendrik Boogaard; Ioannis N. Athanasiadis (CoRR, 2022)

Learning latent representations for operational nitrogen response rate prediction. - Christos Pylianidis; Ioannis N. Athanasiadis (CoRR, 2022)

Simulation-assisted machine learning for operational digital twins. - Christos Pylianidis; Val Snow; Hiske Overweg; Sjoukje A. Osinga; John Kean; Ioannis N. Athanasiadis (Environ. Model. Softw., 2022)

Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments - An Agent-Based Approach. - Nastasija Grujic; Sanja Brdar; Sjoukje A. Osinga; Gert Jan Hofstede; Ioannis N. Athanasiadis; Milos Pljakic; Nikola Obrenovic; Miro Govedarica; Vladimir S. Crnojevic (ISPRS Int. J. Geo Inf., 2022)

Survival Analysis as a Risk Stratification Tool for Threshold Exceedance Forecasting. - George Marinos; Manos Karvounis; Ioannis N. Athanasiadis (KMIS, 2023)

Integrating processed-based models and machine learning for crop yield prediction. - Michiel G. J. Kallenberg; Bernardo Maestrini; Ron van Bree; Paul Ravensbergen; Christos Pylianidis; Frits van Evert; Ioannis N. Athanasiadis (CoRR, 2023)

Interpretability of deep learning models for crop yield forecasting. - Dilli R. Paudel; Allard de Wit; Hendrik Boogaard; Diego Marcos; Sjoukje A. Osinga; Ioannis N. Athanasiadis (Comput. Electron. Agric., 2023)

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. - Holger R. Maier; Stefano Galelli; Saman Razavi; Andrea Castelletti; Andrea Emilio Rizzoli; Ioannis N. Athanasiadis; Miquel Sànchez-Marrè; Marco Acutis; Wenyan Wu 001; Greer B. Humphrey (Environ. Model. Softw., 2023)

Crop modeling frameworks interoperability through bidirectional source code transformation. - Cyrille Ahmed Midingoyi; Christophe Pradal; Andreas Enders; Davide Fumagalli; Patrice Lecharpentier; Hélène Raynal; Marcello Donatelli; Davide Fanchini; Ioannis N. Athanasiadis; Cheryl H. Porter; Gerrit Hoogenboom; Fabio A. A. Oliveira; et al. (Environ. Model. Softw., 2023)

ChromaX: a fast and scalable breeding program simulator. - Omar G. Younis; Matteo Turchetta; Daniel Ariza Suarez; Steven Yates; Bruno Studer; Ioannis N. Athanasiadis; Andreas Krause 001; Joachim M. Buhmann; Luca Corinzia (Bioinform., 2023)

Breeding Programs Optimization with Reinforcement Learning. - Omar G. Younis; Luca Corinzia; Ioannis N. Athanasiadis; Andreas Krause 001; Joachim M. Buhmann; Matteo Turchetta (CoRR, 2024)

Fully automatic extraction of morphological traits from the Web: utopia or reality? - Diego Marcos; Robert van de Vlasakker; Ioannis N. Athanasiadis; Pierre Bonnet; Hervé Goëau; Alexis Joly; W. Daniel Kissling; César Leblanc; André S. J. van Proosdij; Konstantinos P. Panousis (CoRR, 2024)

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning. - Hilmy Baja; Michiel Kallenberg; Ioannis N. Athanasiadis (AAAI, 2025)

Hybrid Phenology Modeling for Predicting Temperature Effects on Tree Dormancy. - Ron van Bree; Diego Marcos; Ioannis N. Athanasiadis (AAAI, 2025)

A Virtual Lab Maturity Model for Guiding the Co-Development of Advanced Virtual Research Environments. - Zhiming Zhao; W. Daniel Kissling; Geerten M. Hengeveld; Ioannis N. Athanasiadis; Karline Soetaert; Andries Hof (SOSE, 2025)

Adaptive fertilizer management for optimizing nitrogen use efficiency with constrained reinforcement learning. - Hilmy Baja; Michiel G. J. Kallenberg; Herman N. C. Berghuijs; Ioannis N. Athanasiadis (Comput. Electron. Agric., 2025)

Efficient and scalable crop growth simulations using standard big data and distributed computing technologies. - Rob Knapen; Allard de Wit; Eliya Buyukkaya; Petros Petrou; Dilli Paudel; Sander Janssen; Ioannis N. Athanasiadis (Comput. Electron. Agric., 2025)

AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment. - Vishal Nedungadi; Muhammad Akhtar Munir; Marc Rußwurm; Ron Sarafian; Ioannis N. Athanasiadis; Yinon Rudich; Fahad Shahbaz Khan; Salman H. Khan 001 (CoRR, 2025)

From General to Specialized: The Need for Foundational Models in Agriculture. - Vishal Nedungadi; Xingguo Xiong; Aike Potze; Ron van Bree; Tao Lin; Marc Rußwurm; Ioannis N. Athanasiadis (CoRR, 2025)