Manil Maskey

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Topics

Top Venues

Comput. Geosci.

Publications

Nitisha Jain, Mubashara Akhtar, Joan Giner-Miguelez, Rajat Shinde, Joaquin Vanschoren, Steffen Vogler, Subhra S. Goswami, Yuhan Rao, Tim Santos, Luis Oala, Michalis Karamousadakis, Manil Maskey, Pierre Marcenac, Costanza Conforti, Michael Kuchnik, Lora Aroyo, Omar Benjelloun, Elena Simperl
A Standardized Machine-readable Dataset Documentation Format for Responsible AI. CoRR (2024)
Aman Gupta, Aditi Sheshadri, Sujit Roy, Vishal Gaur, Manil Maskey, Rahul Ramachandran
Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation. CoRR (2024)
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Steffen Vogler, Carole-Jean Wu
Croissant: A Metadata Format for ML-Ready Datasets. CoRR (2024)
Johannes Jakubik, Michael Vössing, Manil Maskey, Christopher Wölfle, Gerhard Satzger
Improving Label Error Detection and Elimination with Uncertainty Quantification. CoRR (2024)
Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin M. Bugbee, Mike Little, Elizabeth Fancher, Lauren M. Sanders, Sylvain V. Costes, Sergi Blanco-Cuaresma, Kelly E. Lockhart, Thomas Allen, Félix Grèzes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter W. J. Staar, Sanaz Vahidinia, Ryan McGranaghan, Armin Mehrabian, Tsendgar Lee
INDUS: Effective and Efficient Language Models for Scientific Applications. CoRR (2024)
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Pieter Gijsbers, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Jos van der Velde, Steffen Vogler, Carole-Jean Wu
Croissant: A Metadata Format for ML-Ready Datasets. DEEM@SIGMOD (2024)
Iksha Gurung, Slesa Adhikari, Abdelhak Marouane, Rajesh Pandey, Satkar Dhakal, Manil Maskey
Exploring Blockchain to Support Open Science Practices. IGARSS (2023)
Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran
Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR (2023)
Anca Anghelea, Manil Maskey, Shin-ichi Sobue, Naoko Sugita
The NASA-ESA-JAXA Earth Observation Dashboard. IGARSS (2023)
Muthukumaran Ramasubramanian, Iksha Gurung, Leo Thomas, Kathryn Berger, Soumya Ranjan, Heidi Mok, Sowmya Subramanian, Vitor George, Manil Maskey, Rahul Ramachandran
A Framework for Large Scale Semantic Similarity Search on Satellite Imagery. IGARSS (2023)
Lillianne Thomas, Slesa Adhikari, Iksha Gurung, Aaron Kaulfus, Muthukumaran Ramasubramanian, Manil Maskey, Rahul Ramachandran
Observing Supraglacial Lakes Using Deep Learning and Planetscope Imagery. IGARSS (2023)
Luis Oala, Manil Maskey, Lilith Bat-Leah, Alicia Parrish, Nezihe Merve Gürel, Tzu-Sheng Kuo, Yang Liu, Rotem Dror, Danilo Brajovic, Xiaozhe Yao, Max Bartolo, William Gaviria Rojas, Ryan Hileman, Rainier Aliment, Michael W. Mahoney, Meg Risdal, Matthew Lease, Wojciech Samek, Debojyoti Dutta, Curtis G. Northcutt, Cody Coleman, Braden Hancock, Bernard Koch, Girmaw Abebe Tadesse, Bojan Karlas, Ahmed Alaa, Adji Bousso Dieng, Natasha F. Noy, Vijay Janapa Reddi, James Zou, Praveen K. Paritosh, Mihaela van der Schaar, Kurt D. Bollacker, Lora Aroyo, Ce Zhang, Joaquin Vanschoren, Isabelle Guyon, Peter Mattson
DMLR: Data-centric Machine Learning Research - Past, Present and Future. CoRR (2023)
Muthukumaran Ramasubramanian, Iksha Gurung, Shubhankar Gahlot, Ronny Hänsch, Andrew L. Molthan, Manil Maskey
Leveraging Citizen Science for Flood Extent Detection using Machine Learning Benchmark Dataset. CoRR (2023)
Brian Ellingson, Eddie Campos, Will Ellett, Taylor Wright, Daine Wright, Kimberly Broughton, Tammy Walker, Manil Maskey, Geoffrey T. Stano
Earthdata Pub: An Enterprise-Wide Solution to Submit Data to NASA's Distributed Active Archive Centers. IGARSS (2022)
R. Ramachandran, Muthukumaran Ramasubramanian, P. Koirala, Iksha Gurung, Manil Maskey
Language Model for Earth Science: Exploring Potential Downstream Applications as well as Current Challenges. IGARSS (2022)
Manil Maskey, Rahul Ramachandran, Iksha Gurung, Muthukumaran Ramasubramanian, Anirudh Koul
Artificial Intelligence Vis-à-Vis Data Systems. IGARSS (2022)
Manil Maskey, Alfreda Hall, Kevin Murphy, Compton Tucker, Will McCarty, Aaron Kaulfus
Commercial Smallsat Data Acquisition: Program Update. IGARSS (2021)
Manil Maskey, Timothy S. Newman
On measuring and employing texture directionality for image classification. Pattern Anal. Appl. 24 (4) (2021)
Anca Anghelea, Yves-Louis Desnos, Manil Maskey, Shin-ichi Sobue, Stephan Meissl
The COVID-19 Earth Observation Dashboard: A NASA-ESA-JAXA Collaborative Product. IGARSS (2021)
Rahul Ramachandran, Muthukumaran Ramasubramanian, Iksha Gurung, Carson Davis, Derek Koehl, Manil Maskey, Tsengdar J. Lee
Augmenting Data Systems with Prediction based Embeddings. IGARSS (2021)
Geoffrey T. Stano, Yuling Wu, Navaneeth R. Selvaraj, Manil Maskey, Ajinkya Kulkarni
The Field Campaign Explorer. IGARSS (2021)
Shinichi Sobue, Yves-Louis Desnos, Kevin Murphy, Anca Anghelea, Manil Maskey, Michael J. Falkowski
Tri-Agency Cooperation to Identify the Impact of COVID-19. IGARSS (2021)
Michael J. Falkowski, Manil Maskey, Shin-ichi Sobue, Gordon Campbell, Gerald Bawden, Takeo Tadono
COIVD-19 Impact Monitoring of Economic Activities. IGARSS (2021)
Jeanné le Roux, Sundar A. Christopher, Manil Maskey
Exploring the Use of PlanetScope Data for Particulate Matter Air Quality Research. Remote. Sens. 13 (15) (2021)
Jia Zhang, Junhao Shen, Beichen Hu, Rahul Ramachandran, Tsengdar J. Lee, Kwo-Sen Kuo, Manil Maskey, Seungwon Lee
Graph Convolutional Network-Strengthened Topic Modeling for Scientific Papers. SMDS (2021)
Manil Maskey, Michael J. Falkowski, Kevin Murphy, Olaf Veerman, Ricardo Mestre, Iksha Gurung, Muthukumaran Ramasubramanian, Lillianne Thomas, Zhuangfang Yi, Drew Bollinger, Abigail Seadler, Yvonne Ivey
Visualizing, Exploring, and Communicating Environmental Effects of COVID-19 Using Earth Observation Dashboard. IGARSS (2021)
Shinichi Sobue, Gerald W. Bawden, Raj Kumar, Shiro Kawakita, Manil Maskey, Wasanchai Vongsantivanich, David T. Sandwell
Present and Future Data Visibility and Access of International Virtual SAR Constellation. IGARSS (2021)
Manil Maskey, Rahul Ramachandran, Iksha Gurung, Muthukumaran Ramasubramanian, Brian Freitag, Aaron Kaulfus, Georgios Priftis, Drew Bollinger, Ricardo Mestre, Daniel da Silva
Employing Deep Learning to Enable Visual Exploration of Earth Science Events. IGARSS (2020)
Kaylin M. Bugbee, Rahul Ramachandran, Manil Maskey, Aimee Barciauskas, Aaron Kaulfus, Dai Hai Ton That, Katrina Virts, Kel N. Markert, Christopher Lynnes
Advancing Open Science Through Innovative Data System Solutions: The Joint ESA-NASA Multi-Mission Algorithm and Analysis Platform (MAAP)'s Data Ecosystem. IGARSS (2020)
Manil Maskey, Rahul Ramachandran, Muthukumaran Ramasubramanian, Iksha Gurung, Brian Freitag, Aaron Kaulfus, Drew Bollinger, Daniel J. Cecil, Jeffrey J. Miller
Deepti: Deep-Learning-Based Tropical Cyclone Intensity Estimation System. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Kaylin M. Bugbee, Christopher Lynnes, Manil Maskey, Aimee Barciauskas, Rahul Ramachandran, Aaron Kaulfus, Jeanné le Roux, Jeffrey J. Miller, Iksha Gurung, Amanda S. Whitehurst
Building a Data Ecosystem: A New Data Stewardship Paradigm for the Multi-Mission Algorithm and Analysis Platform (MAAP). IGARSS (2019)
Manil Maskey, Andrew Molthan, Chris Hain, Rahul Ramachandran, Iksha Gurung, Brian Freitag, Jeffrey J. Miller, Muthukumaran Ramasubramanian, Drew Bollinger, Ricardo Mestre, Daniel Cecil
Machine Learning Lifecycle for Earth Science Application: A Practical Insight into Production Deployment. IGARSS (2019)
Iksha Gurung, Chao Peng, Manil Maskey, Rahul Ramachandran
Deep feature extraction and its application for hailstorm detection in a large collection of radar images. Signal Image Video Process. 13 (3) (2019)
Helen Conover, Brian Ellingson, Bibek Dahal, Khomsun Singhirunnusorn, Todd Berendes, Patrick Gatlin, Manil Maskey, Aaron Naeger, Stephanie Wingo, Ajinkya Kulkarni, Abdelhak Marouane, Lihua Wang
Visage - A Visualization and Exploration Framework for Environmental Data. IGARSS (2019)
Melinda Pullman, Iksha Gurung, Manil Maskey, Rahul Ramachandran, Sundar A. Christopher
Applying Deep Learning to Hail Detection: A Case Study. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Jeffrey J. Miller, Udaysankar Nair, Rahul Ramachandran, Manil Maskey
Detection of transverse cirrus bands in satellite imagery using deep learning. Comput. Geosci. 118 (2018)
Manil Maskey, Rahul Ramachandran, Jeffrey J. Miller, Jia Zhang, Iksha Gurung
Earth Science Deep Learning: Applications and Lessons Learned. IGARSS (2018)
Xiaoyi Duan, Jia Zhang, Rahul Ramachandran, Patrick Gatlin, Manil Maskey, Jeffrey J. Miller, Kaylin M. Bugbee, Tsengdar J. Lee
A Neural Network-Powered Cognitive Method of Identifying Semantic Entities in Earth Science Papers. ICCC (2018)
Kaylin M. Bugbee, Rahul Ramachandran, Manil Maskey, Patrick Gatlin
The art and science of data curation: Lessons learned from constructing a virtual collection. Comput. Geosci. 112 (2018)
Ritesh Pradhan, Ramazan S. Aygün, Manil Maskey, Rahul Ramachandran, Daniel J. Cecil
Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network. IEEE Trans. Image Process. 27 (2) (2018)
Jia Zhang, Maryam Pourreza, Rahul Ramachandran, Tsengdar J. Lee, Patrick Gatlin, Manil Maskey, Amanda Marie Weigel
Facilitating Data-Centric Recommendation in Knowledge Graph. CIC (2018)
Manil Maskey, Rahul Ramachandran, Xiang Li, Amanda Weigel, Kaylin M. Bugbee, Patrick Gatlin, Jeffrey J. Miller
A relevancy algorithm for curating earth science data around phenomenon. Comput. Geosci. 106 (2017)
Qihao Bao, Jia Zhang, Xiaoyi Duan, Rahul Ramachandran, Tsengdar J. Lee, Yankai Zhang, Yuhao Xu, Seungwon Lee, Lei Pan, Patrick Gatlin, Manil Maskey
A Fine-Grained API Link Prediction Approach Supporting Mashup Recommendation. ICWS (2017)
Rahul Ramachandran, Manil Maskey, Xiang Li, Kaylin M. Bugbee
Exploiting dark information resources to create new value added services to study Earth science phenomena. IGARSS (2016)
Manil Maskey, Timothy S. Newman
A Measure of Texture Directionality. VISAPP (2) (2015)
Manil Maskey, Timothy S. Newman
Directional Texture for Visualization - New Technique and Application Study. IV (2015)
Rahul Ramachandran, Manil Maskey, Ajinkya Kulkarni, Helen Conover, Udaysankar Nair, Sunil Movva
Talkoot: software tool to create collaboratories for earth science. Earth Sci. Informatics 5 (1) (2012)
Helen Conover, Gregoire Berthiau, Mike Botts, H. Michael Goodman, Xiang Li, Yue Lu, Manil Maskey, Kathryn Regner, Bradley Zavodsky
Using sensor web protocols for environmental data acquisition and management. Ecol. Informatics 5 (1) (2010)
Rahul Ramachandran, Sara J. Graves, Todd Berendes, Manil Maskey, C. Chidambaram, Sundar A. Christopher, P. Hogan, T. Gaskins
GLIDER: A Comprehensive Software Tool to Visualize, Analyze and Mine Satellite Imagery. IGARSS (3) (2009)
Kathryn Regner, Helen Conover, H. Michael Goodman, Bradley Zavodsky, Manil Maskey, Gary Jedlovec, Xiang Li, Jessica Lu, Mike Botts, Gregoire Berthiau
Using Sensor Web Processes and Protocols to Assimilate Satellite Data into a Forecast Model. IGARSS (5) (2008)
Sara J. Graves, Rahul Ramachandran, Christopher Lynnes, Manil Maskey, Ken Keiser, Long Pham
Mining Scientific Data using the Internet as the Computer. IGARSS (4) (2008)
Helen Conover, Bruce Beaumont, Marilyn Drewry, Sara J. Graves, Ken Keiser, Manil Maskey, Matt Smith, Philip Bogden, Joanne Bintz
SCOOP Data Management: A Standards-based Distributed System for Coastal Data and Modeling. IGARSS (2006)
Manil Maskey, Timothy S. Newman
Cumulus Cloud Rendering Techniques. Computer Graphics and Imaging (2005)
Manil Maskey, Timothy S. Newman
Validation of texture measures for cumulus cloud image classification. SIP (2005)