Experimental validations of the learnable evolution model. - Guido Cervone; K. K. Kaufman; Ryszard S. Michalski (CEC, 2000)

Speeding Up Evolution through Learning: LEM. - Ryszard S. Michalski; Guido Cervone; Kenneth A. Kaufman (Intelligent Information Systems, 2000)

The Development of the AQ20 Learning System and Initial Experiments. - Guido Cervone; Liviu Panait; Ryszard S. Michalski (Intelligent Information Systems, 2001)

Recent Results from the Experimental Evaluation of the Learnable Evolution Model. - Guido Cervone; Kenneth A. Kaufman; Ryszard S. Michalski (GECCO Late Breaking Papers, 2002)

Modeling User Behavior by Integrating AQ Learning with a Database: Initial Results. - Guido Cervone; Ryszard S. Michalski (Intelligent Information Systems, 2002)

Risk Assessment of Atmospheric Hazard Releases Using K-Means Clustering. - Guido Cervone; Pasquale Franzese 001; Yasmin Ezber; Zafer Boybeyi (ICDM Workshops, 2008)

Spatiotemporal Modeling and Monitoring of Atmospheric Hazardous Emissions Using Sensor Networks. - Guido Cervone; Anthony Stefanidis; Pasquale Franzese 001; Peggy Agouris (ICDM Workshops, 2009)

Source Detection of Atmospheric Releases using Symbolic Machine Learning Classification and Remote Sensing. - Mark Bowman; Guido Cervone; Pasquale Franzese 001 (IGARSS (3), 2009)

Assessment of error in air quality models using dynamic time warping. - Jessica Lin 001; Guido Cervone; Pasquale Franzese 001 (GIS-DMG, 2010)

Monte Carlo source detection of atmospheric emissions and error functions analysis. - Guido Cervone; Pasquale Franzese 001 (Comput. Geosci., 2010)

Damage Assessment of the 2011 Japanese Tsunami Using High-Resolution Satellite Data. - Guido Cervone; Germana Manca (Cartogr. Int. J. Geogr. Inf. Geovisualization, 2011)

DMGI 2010 workshop report: The First ACM SIGSPATIAL International Workshop on Data Mining for Geoinformatics (San Jose, California - November 2, 2010). - Jessica Lin 001; Guido Cervone; Nigel Waters (ACM SIGSPATIAL Special, 2011)

Atmospheric releases during the 2003 glacier wildfires: Mapping, analysis and modeling. - Germana Manca; Guido Cervone; Keith C. Clarke (IGARSS, 2012)

Analysis of Emergent Selection Pressure in Evolutionary Algorithm and Machine Learner Offspring Filtering Hybrids. - Mark Coletti; Guido Cervone (SEMCCO, 2012)

Ensemble modeling of transport and dispersion simulations guided by machine learning hypotheses generation. - Andreas D. Lattner; Guido Cervone (Comput. Geosci., 2012)

Analysis of Desertification in the Upper East Region (UER) of Ghana Using Remote Sensing, Field Study, and Local Knowledge. - Alex B. Owusu; Guido Cervone; Sheryl Luzzadder-Beach (Cartogr. Int. J. Geogr. Inf. Geovisualization, 2013)

Initial validation of non-authoritative data for road assessment. - Emily Schnebele; Guido Cervone; Nigel Waters (ACM SIGSPATIAL Special, 2013)

Fusing non-authoritative data to improve situational awareness in emergencies. - Christopher E. Oxendine; Emily Schnebele; Guido Cervone; Nigel Waters (ISCRAM, 2014)

Bidding strategy of a microgrid in the deregulated electricity market. - Gabriella Ferruzzi; Guido Cervone; Luca Delle Monache; Giorgio Graditi; Francesca Jacobone (UrbanGIS@SIGSPATIAL, 2015)

DisasterMapper: A CyberGIS framework for disaster management using social media data. - Qunying Huang; Guido Cervone; Duangyang Jing; Chaoyi Chang (BigSpatial@SIGSPATIAL, 2015)

Using nightlight remote sensing imagery and Twitter data to study power outages. - Carolynne Hultquist; Mark B. Simpson; Guido Cervone; Qunying Huang (EM-GIS, 2015)

A Bayesian-Based Neural Network Model for Solar Photovoltaic Power Forecasting. - Angelo Ciaramella; Antonino Staiano; Guido Cervone; Stefano Alessandrini (Advances in Neural Networks, 2016)

Source Reconstruction of Atmospheric Releases with Limited Meteorological Observations Using Genetic Algorithms. - Alessio Petrozziello; Guido Cervone; Pasquale Franzese 001; Sue Ellen Haupt; Raffaele Cerulli (Appl. Artif. Intell., 2017)

Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. - Vivek Balasubramanian; Matteo Turilli; Weiming Hu; Matthieu Lefebvre; Wenjie Lei; Guido Cervone; Jeroen Tromp; Shantenu Jha (CoRR, 2017)

A cloud-enabled automatic disaster analysis system of multi-sourced data streams: An example synthesizing social media, remote sensing and Wikipedia data. - Qunying Huang; Guido Cervone; Guiming Zhang (Comput. Environ. Urban Syst., 2017)

Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. - Vivek Balasubramanian; Matteo Turilli; Weiming Hu; Matthieu Lefebvre; Wenjie Lei; Ryan T. Modrak; Guido Cervone; Jeroen Tromp; Shantenu Jha (IPDPS, 2018)

Social Cyber-Security. - Kathleen M. Carley; Guido Cervone; Nitin Agarwal 001; Huan Liu 001 (SBP-BRiMS, 2018)

Detection of Asphalt Pavement Potholes and Cracks Based on the Unmanned Aerial Vehicle Multispectral Imagery. - Yifan Pan; Xianfeng Zhang; Guido Cervone; Liping Yang 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Fusing Heterogeneous Data: A Case for Remote Sensing and Social Media. - Han Wang 011; Erik Skau; Hamid Krim; Guido Cervone (IEEE Trans. Geosci. Remote. Sens., 2018)

Dynamically Optimized Unstructured Grid (DOUG) for Analog Ensemble of numerical weather predictions using evolutionary algorithms. - Weiming Hu; Guido Cervone (Comput. Geosci., 2019)

Analysis of remote sensing imagery for disaster assessment using deep learning: a case study of flooding event. - Liping Yang 002; Guido Cervone (Soft Comput., 2019)

Weiming-Hu/AnalogsEnsemble 3.6.3.3. - Weiming Hu; Guido Cervone; Laura Clemente-Harding; Martina Calovi (Zenodo, 2019)

Spatiotemporal event detection: a review. - Manzhu Yu; Myra Bambacus; Guido Cervone; Keith C. Clarke; Daniel Q. Duffy; Qunying Huang; Jing Li 029; Wenwen Li 002; Zhenlong Li; Qian Liu 011; Bernd Resch; Jingchao Yang; et al. (Int. J. Digit. Earth, 2020)

Integration of Crowdsourced Images, USGS Networks, Remote Sensing, and a Model to Assess Flood Depth during Hurricane Florence. - Carolynne Hultquist; Guido Cervone (Remote. Sens., 2020)

Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment. - Manzhu Yu; Fangcao Xu; Weiming Hu; Jian Sun 027; Guido Cervone (IEEE Access, 2021)

Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting. - Weiming Hu; Guido Cervone; George Young; Luca Delle Monache (CoRR, 2021)

Ill-posed Surface Emissivity Retrieval from Multi-Geometry Hyperspectral Images using a Hybrid Deep Neural Network. - Fangcao Xu; Jian Sun; Guido Cervone; Mark Salvador (CoRR, 2021)

Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series. - Jeremy Diaz; Guido Cervone; Christelle Wauthier (CoRR, 2021)

Probabilistic forecasting using deep generative models. - Alessandro Fanfarillo; Behrooz Roozitalab; Weiming Hu; Guido Cervone (GeoInformatica, 2021)

A Bayesian Approach to Estimate the Spatial Distribution of Crowdsourced Radiation Measurements around Fukushima. - Carolynne Hultquist; Zita Oravecz; Guido Cervone (ISPRS Int. J. Geo Inf., 2021)

Machine Learning Guided Weather Analogs. - Weiming Hu; Guido Cervone; George S. Young; Luca Delle Monache (Zenodo, 2021)

A Scalable Solution for Running Ensemble Simulations for Photovoltaic Energy. - Weiming Hu; Guido Cervone; Matteo Turilli; André Merzky; Shantenu Jha (CoRR, 2022)

Efficient Probabilistic Tuning of Ensemble Forecasting Method. - Alessandro Fanfarillo; Nicholas Malaya; Guido Cervone; Luca Delle Monache (SC Workshops, 2023)

Multiscale Observation Product (MOP) for Temporal Flood Inundation Mapping of the 2015 Dallas Texas Flood. - Elena Sava; Guido Cervone; Alfred J. Kalyanapu (Remote. Sens., 2023)

Comparative Analysis between Multi-Scale Observation Product (MOP) with Flood2D-GPU Model and FEMA Products: A 2017 Hurricane Harvey Case Study. - Elena Sava; Guido Cervone; Alfred J. Kalyanapu (IGARSS, 2024)

Integrating Thermal Infrared Imaging and Weather Data for Short-Term Prediction of Building Envelope Thermal Appearance. - Nikolay Golosov; Guido Cervone (Remote. Sens., 2024)

Arctic accessibility: recent trend in observed ship tracks and validation of arctic transport accessibility model. - Weiming Hu; Guido Cervone; Luke Trusel; Manzhu Yu (Ann. GIS, 2024)

Using human mobility data to detect evacuation patterns in hurricane Ian. - Xiang Li; Yi Qiang; Guido Cervone (Ann. GIS, 2024)

Geospatial big data: theory, methods, and applications. - Lei Zou; Yongze Song; Guido Cervone (Ann. GIS, 2024)

GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIS. - Zhenlong Li; Huan Ning; Song Gao 001; Krzysztof Janowicz; Wenwen Li 002; Samantha T. Arundel; Chaowei Yang; Budhendra Bhaduri; Shaowen Wang 001; A-Xing Zhu; Mark Gahegan; Shashi Shekhar 001; et al. (CoRR, 2025)

Multimodal Atmospheric Super-Resolution With Deep Generative Models. - Dibyajyoti Chakraborty; Haiwen Guan; Jason Stock; Troy Arcomano; Guido Cervone; Romit Maulik (CoRR, 2025)