Milton Halem

According to our database, Milton Halem authored at least 57 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Edge AI cosmos blockchain distributed network for precise ablh detection.

Samit Shivadekar, Milton Halem, Yaacove Yeah, Shivam Vibhute

Multim. Tools Appl., August, 2024

DUNE: A Machine Learning Deep UNet++ based Ensemble Approach to Monthly, Seasonal and Annual Climate Forecasting.

Pratik Shukla, Milton Halem

CoRR, 2024

2023

Multi-Variable Tensor Decomposition Analytics.

Samit Shivadekar, Yaacov Yesha, Milton Halem, Zhifeng Yang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Quantum-Assisted Greedy Algorithms.

Ramin Ayanzadeh, John E. Dorband, Milton Halem, Tim Finin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease.

Milton Halem, Adam K. Kochanski, Jan Mandel, Jennifer Sleeman, Belay Demoz, Adam Bargteil, Shreya Uday Patil, Samit Shivadekar, A. Iorga, John Dorband, James MacKinnon, Sen Chiao, Zhifeng Yang, Yaacov Yesha, John Sorkin, Eugenia Kalnay, S. Safa, C. Da

Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

2021

Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling.

Jennifer Sleeman, Tim Finin, Milton Halem

Frontiers Big Data, 2021

Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height.

Phuong Nguyen, Rahul Gite, Zhifeng Yang, Milton Halem

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

An Intelligent Parallel Distributed Streaming Framework for near Real-time Science Sensors and High-Resolution Medical Images.

Samit Shivadekar, Jayalakshmi Mangalagiri, Phuong Nguyen, David Chapman, Milton Halem, Rahul Gite

Proceedings of the ICPP Workshops 2021: 50th International Conference on Parallel Processing, 2021

Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction.

Dorsa Ziaei, Jennifer Sleeman, Milton Halem, Vanessa Caicedo, Ruben Delgado, Belay Demoz

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

LSTMs for Inferring Planetary Boundary Layer Height (PBLH).

Zeenat Ali, Dorsa Ziaei, Jennifer Sleeman, Zhifeng Yang, Milton Halem

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

Post-Quantum Error-Correction for Quantum Annealers.

Ramin Ayanzadeh, John E. Dorband, Milton Halem, Tim Finin

CoRR, 2020

An Ensemble Approach for Compressive Sensing with Quantum.

Ramin Ayanzadeh, Milton Halem, Tim Finin

CoRR, 2020

A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning.

Jennifer Sleeman, John E. Dorband, Milton Halem

CoRR, 2020

Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach.

Ramin Ayanzadeh, Milton Halem, Tim Finin

CoRR, 2020

Segmentation of stem cell colonies in fluorescence microscopy images with transfer learning.

Dorsa Ziaei, David Chapman, Yaacov Yesha, Milton Halem

Proceedings of the Medical Imaging 2020: Image Processing, 2020

A Deep Machine Learning Approach for Lidar Based Boundary Layer Height Detection.

Jennifer Sleeman, Milton Halem, Zhifeng Yang, Vanessa Caicedo, Belay Demoz, Ruben Delgado

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning.

Phuong Nguyen, Samit Shivadekar, Sai Sree Laya Chukkapalli, Milton Halem

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

An Ensemble Approach for Compressive Sensing with Quantum Annealers.

Ramin Ayanzadeh, Milton Halem, Tim Finin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Temporal Understanding of Cybersecurity Threats.

Jennifer Sleeman, Tim Finin, Milton Halem

Proceedings of the 6th IEEE International Conference on Big Data Security on Cloud, 2020

2019

SAT-based Compressive Sensing.

Ramin Ayanzadeh, Milton Halem, Tim Finin

CoRR, 2019

Quantum Annealing Based Binary Compressive Sensing with Matrix Uncertainty.

Ramin Ayanzadeh, Seyedahmad Mousavi, Milton Halem, Tim Finin

CoRR, 2019

Exploring the Behavior of Coherent Accelerator Processor Interface (CAPI) on IBM Power8+ Architecture and FlashSystem 900.

Kaushik Velusamy, Smriti Prathapan, Milton Halem

Proceedings of the High Performance Computing, 2019

2018

Ontology-Grounded Topic Modeling for Climate Science Research.

Jennifer Sleeman, Tim Finin, Milton Halem

Proceedings of the Emerging Topics in Semantic Technologies, 2018

2017

A Hybrid Task Graph Scheduler for High Performance Image Processing Workflows.

Timothy Blattner, Walid Keyrouz, Shuvra S. Bhattacharyya, Milton Halem, Mary Brady

J. Signal Process. Syst., 2017

Discovering scientific influence using cross-domain dynamic topic modeling.

Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence Maps.

Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane

Proceedings of the 2017 AAAI Spring Symposia, 2017

2016

YinMem: A distributed parallel indexed in-memory computation system for large scale data analytics.

Yin Huang, Yelena Yesha, Milton Halem, Yaacov Yesha, Shujia Zhou

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Big Data Analytics Performance for Large Out-of-Core Matrix Solvers on Advanced Hybrid Architectures.

Raghavendra Shruti Rao, Milton Halem, John E. Dorband

Proceedings of the International Conference on Computational Science, 2015

2014

AsonMaps: A platform for aggregation visualization and analysis of disaster related human sensor network observations.

Oleg Aulov, Adam Price, Milton Halem

Proceedings of the 11th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2014

2013

Multiple objective scheduling of HPC workloads through dynamic prioritization.

Tyler A. Simon, Phuong Nguyen, Milton Halem

Proceedings of the 2013 Spring Simulation Multiconference, SpringSim '13, 2013

Social Media Data Analytics Applied to Hurricane Sandy.

Han Dong, Milton Halem, Shujia Zhou

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

A Data Intensive Statistical Aggregation Engine: A Case Study for Gridded Climate Records.

David Chapman, Tyler A. Simon, Phuong Nguyen, Milton Halem

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

LVFS: A scalable big data scientific storage system.

Navid Golpayegani, Milton Halem, Edward J. Masuoka, Neal K. Devine, Gang Ye

Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

2012

Human Sensor Networks for Improved Modeling of Natural Disasters.

Oleg Aulov, Milton Halem

Proc. IEEE, 2012

Special Issue: Exploring the frontiers of computing science and technology: efficiently utilizing multicore and many-core processors.

Shujia Zhou, Yelena Yesha, Milton Halem

Concurr. Comput. Pract. Exp., 2012

A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment.

Phuong Nguyen, Tyler A. Simon, Milton Halem, David Chapman, Quang Le

Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

A near fundamental decadal data record of airs infrared surface brightness temperatures.

Phuong Nguyen, David Chapman, Milton Halem, Jeff Avery

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Noise reduction in gridded airs brightness temperature grids using the MODIS Obscov algorithm.

David Chapman, Milton Halem, Phuong Nguyen, Jeff Avery

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Distinguishing Provenance Equivalence of Earth Science Data.

Curt Tilmes, Yelena Yesha, Milton Halem

Proceedings of the International Conference on Computational Science, 2011

2010

Tracking provenance of earth science data.

Curt Tilmes, Yelena Yesha, Milton Halem

Earth Sci. Informatics, 2010

Provenance Artifact Identification in the Atmospheric Composition Processing System (ACPS).

Curt Tilmes, Yelena Yesha, Milton Halem

Proceedings of the 2nd Workshop on the Theory and Practice of Provenance, 2010

Scientific Services on the Cloud.

David Chapman, Karuna P. Joshi, Yelena Yesha, Milton Halem, Yaacov Yesha, Phuong Nguyen

Proceedings of the Handbook of Cloud Computing., 2010

2009

Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies.

Milton Halem, Neal Most, Curt Tilmes, Kevin Stewart, Yelena Yesha, David Chapman, Phuong Nguyen

IEEE Trans. Geosci. Remote. Sens., 2009

Special Issue: Exploring the Frontiers of Computing Science and Technology: Adapting Emerging Multi- and Many-core Processors.

Shujia Zhou, Yelena Yesha, Milton Halem

Concurr. Comput. Pract. Exp., 2009

The impact of IBM Cell technology on the programming paradigm in the context of computer systems for climate and weather models.

Shujia Zhou, Daniel C. Duffy, Tom Clune, Max Suarez, Samuel Williams, Milton Halem

Concurr. Comput. Pract. Exp., 2009

Semantic Similarity Analysis of XML Schema using Grid Computing.

Jaewook Kim, Sookyoung Lee, Milton Halem, Yun Peng

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Cloud Computing for Satellite Data Processing on High End Compute Clusters.

Navid Golpayegani, Milton Halem

Proceedings of the IEEE International Conference on Cloud Computing, 2009

2008

Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite.

Milton Halem, Curt Tilmes, Yelena Yesha, David Chapman, Phuong Nguyen

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Semi-Decadal Multi-Sensor Gridded Data Record of Outgoing Longwave Radiation (OLR) from Aqua.

Milton Halem, David Chapman, Phuong Nguyen

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Service Oriented Atmospheric Radiances (SOAR) - A Web Service Research Tool for the Gridding and Synthesis of Multi-Sensor Satellite Radiance Data for Weather and Climate Studies.

Milton Halem, Curt Tilmes, Yelena Yesha, Sharon Shen, Mitchell D. Goldberg, L. H. Zhou

Proceedings of the WEBIST 2007, 2007

Sensor Web Design Studies for Realtime Dynamic Congestion Pricing.

Milton Halem, Anand Patwardhan, Sandor Dornbush, Michael S. Seablom, Yelena Yesha

Proceedings of the Fifth Annual IEEE International Conference on Pervasive Computing and Communications, 2007

2005

A Mass Storage System Administrator Autonomic Assistant.

Milton Halem, Randy Schauer

Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005

1999

Digital Earth - Panel.

Milton Halem, Susan Hoban

Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1999

1997

Analytical Performance Modeling of Hierarchical Mass Storage Systems.

Odysseas I. Pentakalos, Daniel A. Menascé, Milton Halem, Yelena Yesha

IEEE Trans. Computers, 1997

1995

An Approximate Performance Model of a Unitree Mas Storage System.

Odysseas I. Pentakalos, Daniel A. Menascé, Milton Halem, Yelena Yesha

Proceedings of the Fourteenth IEEE Symposium on Mass Storage Systems, 1995

1994

Promising Research Disrections in Disgital Libraries.

Nabil R. Adam, Milton Halem, Shamim A. Naqvi

Proceedings of the Digital Libraries: Current Issues, 1994

1989

Scientific computing challenges arising from space-borne observations.

Milton Halem

Proc. IEEE, 1989