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Journal Articles
- 2023
[j18]Elena Sava, Guido Cervone, Alfred J. Kalyanapu
:
Multiscale Observation Product (MOP) for Temporal Flood Inundation Mapping of the 2015 Dallas Texas Flood. Remote. Sens. 15(6): 1615 (2023)- 2021
- [j17]Manzhu Yu, Fangcao Xu, Weiming Hu, Jian Sun, Guido Cervone:
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment. IEEE Access 9: 137406-137418 (2021) - [j16]Alessandro Fanfarillo, Behrooz Roozitalab, Weiming Hu, Guido Cervone:
Probabilistic forecasting using deep generative models. GeoInformatica 25(1): 127-147 (2021) - [j15]Carolynne Hultquist, Zita Oravecz, Guido Cervone:
A Bayesian Approach to Estimate the Spatial Distribution of Crowdsourced Radiation Measurements around Fukushima. ISPRS Int. J. Geo Inf. 10(12): 822 (2021) - 2020
- [j14]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:
Spatiotemporal event detection: a review. Int. J. Digit. Earth 13(12): 1339-1365 (2020) - [j13]Carolynne Hultquist, Guido Cervone:
Integration of Crowdsourced Images, USGS Networks, Remote Sensing, and a Model to Assess Flood Depth during Hurricane Florence. Remote. Sens. 12(5): 834 (2020) - 2019
- [j12]Weiming Hu, Guido Cervone:
Dynamically Optimized Unstructured Grid (DOUG) for Analog Ensemble of numerical weather predictions using evolutionary algorithms. Comput. Geosci. 133 (2019) - [j11]Liping Yang, Guido Cervone:
Analysis of remote sensing imagery for disaster assessment using deep learning: a case study of flooding event. Soft Comput. 23(24): 13393-13408 (2019) - 2018
- [j10]Yifan Pan, Xianfeng Zhang, Guido Cervone, Liping Yang:
Detection of Asphalt Pavement Potholes and Cracks Based on the Unmanned Aerial Vehicle Multispectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(10): 3701-3712 (2018) - [j9]Han Wang, Erik Skau, Hamid Krim, Guido Cervone:
Fusing Heterogeneous Data: A Case for Remote Sensing and Social Media. IEEE Trans. Geosci. Remote. Sens. 56(12): 6956-6968 (2018) - 2017
- [j8]Alessio Petrozziello, Guido Cervone, Pasquale Franzese, Sue Ellen Haupt, Raffaele Cerulli:
Source Reconstruction of Atmospheric Releases with Limited Meteorological Observations Using Genetic Algorithms. Appl. Artif. Intell. 31(2): 119-133 (2017) - [j7]Qunying Huang, Guido Cervone, Guiming Zhang:
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. 66: 23-37 (2017) - 2013
- [j6]Alex B. Owusu, Guido Cervone, Sheryl Luzzadder-Beach:
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 48(1): 22-37 (2013) - [j5]Emily Schnebele, Guido Cervone, Nigel Waters:
Initial validation of non-authoritative data for road assessment. ACM SIGSPATIAL Special 5(3): 2-7 (2013) - 2012
- [j4]Andreas D. Lattner, Guido Cervone:
Ensemble modeling of transport and dispersion simulations guided by machine learning hypotheses generation. Comput. Geosci. 48: 267-279 (2012) - 2011
- [j3]Guido Cervone, Germana Manca:
Damage Assessment of the 2011 Japanese Tsunami Using High-Resolution Satellite Data. Cartogr. Int. J. Geogr. Inf. Geovisualization 46(3): 200-203 (2011) - [j2]Jessica Lin, Guido Cervone, Nigel Waters:
DMGI 2010 workshop report: The First ACM SIGSPATIAL International Workshop on Data Mining for Geoinformatics (San Jose, California - November 2, 2010). ACM SIGSPATIAL Special 3(1): 6-7 (2011) - 2010
- [j1]Guido Cervone, Pasquale Franzese:
Monte Carlo source detection of atmospheric emissions and error functions analysis. Comput. Geosci. 36(7): 902-909 (2010)
Conference and Workshop Papers
- 2024
- [c19]Elena Sava, Guido Cervone, Alfred J. Kalyanapu:
Comparative Analysis between Multi-Scale Observation Product (MOP) with Flood2D-GPU Model and FEMA Products: A 2017 Hurricane Harvey Case Study. IGARSS 2024: 364-367 - 2023
- [c18]Alessandro Fanfarillo, Nicholas Malaya, Guido Cervone, Luca Delle Monache:
Efficient Probabilistic Tuning of Ensemble Forecasting Method. SC Workshops 2023: 384-386 - 2018
- [c17]Vivek Balasubramanian, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Ryan T. Modrak, Guido Cervone, Jeroen Tromp, Shantenu Jha:
Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. IPDPS 2018: 536-545 - [c16]Kathleen M. Carley, Guido Cervone, Nitin Agarwal, Huan Liu:
Social Cyber-Security. SBP-BRiMS 2018: 389-394 - 2015
- [c15]Qunying Huang, Guido Cervone, Duangyang Jing, Chaoyi Chang:
DisasterMapper: A CyberGIS framework for disaster management using social media data. BigSpatial@SIGSPATIAL 2015: 1-6 - [c14]Carolynne Hultquist, Mark B. Simpson, Guido Cervone, Qunying Huang:
Using nightlight remote sensing imagery and Twitter data to study power outages. EM-GIS 2015: 6:1-6:6 - [c13]Gabriella Ferruzzi, Guido Cervone, Luca Delle Monache, Giorgio Graditi, Francesca Jacobone:
Bidding strategy of a microgrid in the deregulated electricity market. UrbanGIS@SIGSPATIAL 2015: 63-69 - 2014
- [c12]Christopher E. Oxendine, Emily Schnebele, Guido Cervone, Nigel Waters:
Fusing non-authoritative data to improve situational awareness in emergencies. ISCRAM 2014 - 2012
- [c11]Germana Manca, Guido Cervone, Keith C. Clarke:
Atmospheric releases during the 2003 glacier wildfires: Mapping, analysis and modeling. IGARSS 2012: 5360-5363 - [c10]Mark Coletti, Guido Cervone:
Analysis of Emergent Selection Pressure in Evolutionary Algorithm and Machine Learner Offspring Filtering Hybrids. SEMCCO 2012: 721-728 - 2010
- [c9]Jessica Lin, Guido Cervone, Pasquale Franzese:
Assessment of error in air quality models using dynamic time warping. GIS-DMG 2010: 38-44 - 2009
- [c8]Guido Cervone, Anthony Stefanidis, Pasquale Franzese, Peggy Agouris:
Spatiotemporal Modeling and Monitoring of Atmospheric Hazardous Emissions Using Sensor Networks. ICDM Workshops 2009: 571-576 - [c7]Mark Bowman, Guido Cervone, Pasquale Franzese:
Source Detection of Atmospheric Releases using Symbolic Machine Learning Classification and Remote Sensing. IGARSS (3) 2009: 785-788 - 2008
- [c6]Guido Cervone, Pasquale Franzese, Yasmin Ezber, Zafer Boybeyi:
Risk Assessment of Atmospheric Hazard Releases Using K-Means Clustering. ICDM Workshops 2008: 342-348 - 2002
- [c5]Guido Cervone, Kenneth A. Kaufman, Ryszard S. Michalski:
Recent Results from the Experimental Evaluation of the Learnable Evolution Model. GECCO Late Breaking Papers 2002: 47-62 - [c4]Guido Cervone, Ryszard S. Michalski:
Modeling User Behavior by Integrating AQ Learning with a Database: Initial Results. Intelligent Information Systems 2002: 43-56 - 2001
- [c3]Guido Cervone, Liviu Panait, Ryszard S. Michalski:
The Development of the AQ20 Learning System and Initial Experiments. Intelligent Information Systems 2001: 13-29 - 2000
- [c2]Guido Cervone, K. K. Kaufman, Ryszard S. Michalski:
Experimental validations of the learnable evolution model. CEC 2000: 1064-1071 - [c1]Ryszard S. Michalski, Guido Cervone, Kenneth A. Kaufman:
Speeding Up Evolution through Learning: LEM. Intelligent Information Systems 2000: 243-256
Parts in Books or Collections
- 2016
- [p1]Angelo Ciaramella, Antonino Staiano, Guido Cervone, Stefano Alessandrini:
A Bayesian-Based Neural Network Model for Solar Photovoltaic Power Forecasting. Advances in Neural Networks 2016: 169-177
Editorship
- 2010
- [e1]Jessica Lin, Guido Cervone, Nigel Waters:
Proceedings of the 2010 First International Workshop on Data Mining for Geoinformatics, DMG 2010, November 2, 2010, San Jose, CA, USA, Proceedings. ACM 2010, ISBN 978-1-4503-0430-6 [contents]
Informal and Other Publications
- 2022
- [i7]Weiming Hu, Guido Cervone, Matteo Turilli, André Merzky, Shantenu Jha:
A Scalable Solution for Running Ensemble Simulations for Photovoltaic Energy. CoRR abs/2201.06962 (2022) - 2021
- [i6]Manzhu Yu, Fangcao Xu, Weiming Hu, Jian Sun, Guido Cervone:
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment. CoRR abs/2102.02892 (2021) - [i5]Weiming Hu, Guido Cervone, George Young, Luca Delle Monache:
Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting. CoRR abs/2103.04530 (2021) - [i4]Fangcao Xu, Jian Sun, Guido Cervone, Mark Salvador:
Ill-posed Surface Emissivity Retrieval from Multi-Geometry Hyperspectral Images using a Hybrid Deep Neural Network. CoRR abs/2107.04631 (2021) - [i3]Jeremy Diaz, Guido Cervone, Christelle Wauthier:
Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series. CoRR abs/2109.12767 (2021) - 2019
- [i2]Alessandro Fanfarillo, Behrooz Roozitalab, Weiming Hu, Guido Cervone:
Probabilistic Forecasting using Deep Generative Models. CoRR abs/1909.11865 (2019) - 2017
- [i1]Vivek Balasubramanian, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Guido Cervone, Jeroen Tromp, Shantenu Jha:
Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. CoRR abs/1710.08491 (2017)
Coauthor Index
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