Guido Cervone - RankMe

55 papers A 1B 1C 2Journal 34Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	From Questions to Queries: An AI-powered Multi-Agent Framework for Spatial Text-to-SQL. CoRR Ali Khosravi Kazazi, Zhenlong Li, Mohammad Naser Lessani, Guido Cervone
2025	J	`jnl`	GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIS. CoRR Zhenlong Li, Huan Ning, Song Gao, Krzysztof Janowicz, Wenwen Li, Samantha T. Arundel, Chaowei Yang, Budhendra Bhaduri, Shaowen Wang, A-Xing Zhu, Mark Gahegan, Shashi Shekhar, Xinyue Ye, Grant McKenzie, Guido Cervone, Michael E. Hodgson
2025	J	`jnl`	GIScience in the era of Artificial Intelligence: a research agenda towards Autonomous GIS. Ann. GIS Zhenlong Li, Huan Ning, Song Gao, Krzysztof Janowicz, Wenwen Li, Samantha T. Arundel, Chaowei Yang, Budhendra Bhaduri, Shaowen Wang, A-Xing Zhu, Mark Gahegan, Shashi Shekhar, Xinyue Ye, Grant McKenzie, Guido Cervone, Michael E. Hodgson
2025	J	`jnl`	MeltwaterBench: Deep learning for spatiotemporal downscaling of surface meltwater. CoRR Björn Lütjens, Patrick Alexander, Raf Antwerpen, Til Widmann, Guido Cervone, Marco Tedesco
2025	J	`jnl`	Multimodal Atmospheric Super-Resolution With Deep Generative Models. CoRR Dibyajyoti Chakraborty, Haiwen Guan, Jason Stock, Troy Arcomano, Guido Cervone, Romit Maulik
2024	J	`jnl`	Arctic accessibility: recent trend in observed ship tracks and validation of arctic transport accessibility model. Ann. GIS Weiming Hu, Guido Cervone, Luke Trusel, Manzhu Yu
2024	C	`conf`	Comparative Analysis between Multi-Scale Observation Product (MOP) with Flood2D-GPU Model and FEMA Products: A 2017 Hurricane Harvey Case Study. IGARSS Elena Sava, Guido Cervone, Alfred J. Kalyanapu
2024	J	`jnl`	Geospatial big data: theory, methods, and applications. Ann. GIS Lei Zou, Yongze Song, Guido Cervone
2024	J	`jnl`	Integrating Thermal Infrared Imaging and Weather Data for Short-Term Prediction of Building Envelope Thermal Appearance. Remote. Sens. Nikolay Golosov, Guido Cervone
2024	J	`jnl`	Using human mobility data to detect evacuation patterns in hurricane Ian. Ann. GIS Xiang Li, Yi Qiang, Guido Cervone
2023	—	`conf`	Efficient Probabilistic Tuning of Ensemble Forecasting Method. SC Workshops Alessandro Fanfarillo, Nicholas Malaya, Guido Cervone, Luca Delle Monache
2023	J	`jnl`	Multiscale Observation Product (MOP) for Temporal Flood Inundation Mapping of the 2015 Dallas Texas Flood. Remote. Sens. Elena Sava, Guido Cervone, Alfred J. Kalyanapu
2022	J	`jnl`	A Scalable Solution for Running Ensemble Simulations for Photovoltaic Energy. CoRR Weiming Hu, Guido Cervone, Matteo Turilli, André Merzky, Shantenu Jha
2021	J	`jnl`	A Bayesian Approach to Estimate the Spatial Distribution of Crowdsourced Radiation Measurements around Fukushima. ISPRS Int. J. Geo Inf. Carolynne Hultquist, Zita Oravecz, Guido Cervone
2021	J	`jnl`	Ill-posed Surface Emissivity Retrieval from Multi-Geometry Hyperspectral Images using a Hybrid Deep Neural Network. CoRR Fangcao Xu, Jian Sun, Guido Cervone, Mark Salvador
2021	J	`jnl`	Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series. CoRR Jeremy Diaz, Guido Cervone, Christelle Wauthier
2021	J	`jnl`	Probabilistic forecasting using deep generative models. GeoInformatica Alessandro Fanfarillo, Behrooz Roozitalab, Weiming Hu, Guido Cervone
2021	J	`jnl`	Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment. IEEE Access Manzhu Yu, Fangcao Xu, Weiming Hu, Jian Sun, Guido Cervone
2021	J	`jnl`	Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment. CoRR Manzhu Yu, Fangcao Xu, Weiming Hu, Jian Sun, Guido Cervone
2021	J	`jnl`	Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting. CoRR Weiming Hu, Guido Cervone, George Young, Luca Delle Monache
2020	J	`jnl`	Integration of Crowdsourced Images, USGS Networks, Remote Sensing, and a Model to Assess Flood Depth during Hurricane Florence. Remote. Sens. Carolynne Hultquist, Guido Cervone
2020	J	`jnl`	Spatiotemporal event detection: a review. Int. J. Digit. Earth Manzhu Yu, Myra Bambacus, Guido Cervone, Keith C. Clarke, Daniel Q. Duffy, Qunying Huang, Jing Li, Wenwen Li, Zhenlong Li, Qian Liu, Bernd Resch, Jingchao Yang, Chaowei Yang
2019	J	`jnl`	Analysis of remote sensing imagery for disaster assessment using deep learning: a case study of flooding event. Soft Comput. Liping Yang, Guido Cervone
2019	J	`jnl`	Dynamically Optimized Unstructured Grid (DOUG) for Analog Ensemble of numerical weather predictions using evolutionary algorithms. Comput. Geosci. Weiming Hu, Guido Cervone
2019	J	`jnl`	Probabilistic Forecasting using Deep Generative Models. CoRR Alessandro Fanfarillo, Behrooz Roozitalab, Weiming Hu, Guido Cervone
2018	J	`jnl`	Detection of Asphalt Pavement Potholes and Cracks Based on the Unmanned Aerial Vehicle Multispectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yifan Pan, Xianfeng Zhang, Guido Cervone, Liping Yang
2018	J	`jnl`	Fusing Heterogeneous Data: A Case for Remote Sensing and Social Media. IEEE Trans. Geosci. Remote. Sens. Han Wang, Erik Skau, Hamid Krim, Guido Cervone
2018	A	`conf`	Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. IPDPS Vivek Balasubramanian, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Ryan T. Modrak, Guido Cervone, Jeroen Tromp, Shantenu Jha
2018	—	`conf`	Social Cyber-Security. SBP-BRiMS Kathleen M. Carley, Guido Cervone, Nitin Agarwal, Huan Liu
2017	J	`jnl`	A cloud-enabled automatic disaster analysis system of multi-sourced data streams: An example synthesizing social media, remote sensing and Wikipedia data. Comput. Environ. Urban Syst. Qunying Huang, Guido Cervone, Guiming Zhang
2017	J	`jnl`	Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. CoRR Vivek Balasubramanian, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Guido Cervone, Jeroen Tromp, Shantenu Jha
2017	J	`jnl`	Source Reconstruction of Atmospheric Releases with Limited Meteorological Observations Using Genetic Algorithms. Appl. Artif. Intell. Alessio Petrozziello, Guido Cervone, Pasquale Franzese, Sue Ellen Haupt, Raffaele Cerulli
2016	—	`ch.`	A Bayesian-Based Neural Network Model for Solar Photovoltaic Power Forecasting. Advances in Neural Networks Angelo Ciaramella, Antonino Staiano, Guido Cervone, Stefano Alessandrini
2015	—	`conf`	Bidding strategy of a microgrid in the deregulated electricity market. UrbanGIS@SIGSPATIAL Gabriella Ferruzzi, Guido Cervone, Luca Delle Monache, Giorgio Graditi, Francesca Jacobone
2015	—	`conf`	DisasterMapper: A CyberGIS framework for disaster management using social media data. BigSpatial@SIGSPATIAL Qunying Huang, Guido Cervone, Duangyang Jing, Chaoyi Chang
2015	—	`conf`	Using nightlight remote sensing imagery and Twitter data to study power outages. EM-GIS Carolynne Hultquist, Mark B. Simpson, Guido Cervone, Qunying Huang
2014	—	`conf`	Fusing non-authoritative data to improve situational awareness in emergencies. ISCRAM Christopher E. Oxendine, Emily Schnebele, Guido Cervone, Nigel Waters
2013	J	`jnl`	Analysis of Desertification in the Upper East Region (UER) of Ghana Using Remote Sensing, Field Study, and Local Knowledge. Cartogr. Int. J. Geogr. Inf. Geovisualization Alex B. Owusu, Guido Cervone, Sheryl Luzzadder-Beach
2013	J	`jnl`	Initial validation of non-authoritative data for road assessment. ACM SIGSPATIAL Special Emily Schnebele, Guido Cervone, Nigel Waters
2012	—	`conf`	Analysis of Emergent Selection Pressure in Evolutionary Algorithm and Machine Learner Offspring Filtering Hybrids. SEMCCO Mark Coletti, Guido Cervone
2012	C	`conf`	Atmospheric releases during the 2003 glacier wildfires: Mapping, analysis and modeling. IGARSS Germana Manca, Guido Cervone, Keith C. Clarke
2012	J	`jnl`	Ensemble modeling of transport and dispersion simulations guided by machine learning hypotheses generation. Comput. Geosci. Andreas D. Lattner, Guido Cervone
2011	J	`jnl`	DMGI 2010 workshop report: The First ACM SIGSPATIAL International Workshop on Data Mining for Geoinformatics (San Jose, California - November 2, 2010). ACM SIGSPATIAL Special Jessica Lin, Guido Cervone, Nigel Waters
2011	J	`jnl`	Damage Assessment of the 2011 Japanese Tsunami Using High-Resolution Satellite Data. Cartogr. Int. J. Geogr. Inf. Geovisualization Guido Cervone, Germana Manca
2010	—	`conf`	Assessment of error in air quality models using dynamic time warping. GIS-DMG Jessica Lin, Guido Cervone, Pasquale Franzese
2010	J	`jnl`	Monte Carlo source detection of atmospheric emissions and error functions analysis. Comput. Geosci. Guido Cervone, Pasquale Franzese
2010	—	`ed.`	Proceedings of the 2010 First International Workshop on Data Mining for Geoinformatics, DMG 2010, November 2, 2010, San Jose, CA, USA, Proceedings GIS-DMG Jessica Lin, Guido Cervone, Nigel Waters
2009	—	`conf`	Source Detection of Atmospheric Releases using Symbolic Machine Learning Classification and Remote Sensing. IGARSS (3) Mark Bowman, Guido Cervone, Pasquale Franzese
2009	—	`conf`	Spatiotemporal Modeling and Monitoring of Atmospheric Hazardous Emissions Using Sensor Networks. ICDM Workshops Guido Cervone, Anthony Stefanidis, Pasquale Franzese, Peggy Agouris
2008	—	`conf`	Risk Assessment of Atmospheric Hazard Releases Using K-Means Clustering. ICDM Workshops Guido Cervone, Pasquale Franzese, Yasmin Ezber, Zafer Boybeyi
2002	—	`conf`	Modeling User Behavior by Integrating AQ Learning with a Database: Initial Results. Intelligent Information Systems Guido Cervone, Ryszard S. Michalski
2002	—	`conf`	Recent Results from the Experimental Evaluation of the Learnable Evolution Model. GECCO Late Breaking Papers Guido Cervone, Kenneth A. Kaufman, Ryszard S. Michalski
2001	—	`conf`	The Development of the AQ20 Learning System and Initial Experiments. Intelligent Information Systems Guido Cervone, Liviu Panait, Ryszard S. Michalski
2000	B	`conf`	Experimental validations of the learnable evolution model. CEC Guido Cervone, K. K. Kaufman, Ryszard S. Michalski
2000	—	`conf`	Speeding Up Evolution through Learning: LEM. Intelligent Information Systems Ryszard S. Michalski, Guido Cervone, Kenneth A. Kaufman