Milton Halem

Affiliations:
  • University of Maryland, USA


According to our database1, Milton Halem authored at least 54 papers between 1989 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Multi-Variable Tensor Decomposition Analytics.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Quantum-Assisted Greedy Algorithms.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling.
Frontiers Big Data, 2021

Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height.
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.
Proceedings of the ICPP Workshops 2021: 50th International Conference on Parallel Processing, 2021

Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction.
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).
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.
CoRR, 2020

An Ensemble Approach for Compressive Sensing with Quantum.
CoRR, 2020

A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning.
CoRR, 2020

Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach.
CoRR, 2020

Segmentation of stem cell colonies in fluorescence microscopy images with transfer learning.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

A Deep Machine Learning Approach for Lidar Based Boundary Layer Height Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

An Ensemble Approach for Compressive Sensing with Quantum Annealers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Temporal Understanding of Cybersecurity Threats.
Proceedings of the 6th IEEE International Conference on Big Data Security on Cloud, 2020

2019
SAT-based Compressive Sensing.
CoRR, 2019

Quantum Annealing Based Binary Compressive Sensing with Matrix Uncertainty.
CoRR, 2019

Exploring the Behavior of Coherent Accelerator Processor Interface (CAPI) on IBM Power8+ Architecture and FlashSystem 900.
Proceedings of the High Performance Computing, 2019

2018
Ontology-Grounded Topic Modeling for Climate Science Research.
Proceedings of the Workshop on Semantic Web for Social Good co-located with 17th International Semantic Web Conference, 2018

2017
A Hybrid Task Graph Scheduler for High Performance Image Processing Workflows.
J. Signal Process. Syst., 2017

Discovering scientific influence using cross-domain dynamic topic modeling.
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.
Proceedings of the 2017 AAAI Spring Symposia, 2017

2016
YinMem: A distributed parallel indexed in-memory computation system for large scale data analytics.
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.
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.
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.
Proceedings of the 2013 Spring Simulation Multiconference, SpringSim '13, 2013

Social Media Data Analytics Applied to Hurricane Sandy.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

A Data Intensive Statistical Aggregation Engine: A Case Study for Gridded Climate Records.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

LVFS: A scalable big data scientific storage system.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

2012
Human Sensor Networks for Improved Modeling of Natural Disasters.
Proc. IEEE, 2012

Special Issue: Exploring the frontiers of computing science and technology: efficiently utilizing multicore and many-core processors.
Concurr. Comput. Pract. Exp., 2012

A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment.
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.
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.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Distinguishing Provenance Equivalence of Earth Science Data.
Proceedings of the International Conference on Computational Science, 2011

2010
Tracking provenance of earth science data.
Earth Sci. Informatics, 2010

Provenance Artifact Identification in the Atmospheric Composition Processing System (ACPS).
Proceedings of the 2nd Workshop on the Theory and Practice of Provenance, 2010

Scientific Services on the Cloud.
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.
IEEE Trans. Geosci. Remote. Sens., 2009

Special Issue: Exploring the Frontiers of Computing Science and Technology: Adapting Emerging Multi- and Many-core Processors.
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.
Concurr. Comput. Pract. Exp., 2009

Semantic Similarity Analysis of XML Schema using Grid Computing.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Cloud Computing for Satellite Data Processing on High End Compute Clusters.
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.
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.
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.
Proceedings of the WEBIST 2007, 2007

Sensor Web Design Studies for Realtime Dynamic Congestion Pricing.
Proceedings of the Fifth Annual IEEE International Conference on Pervasive Computing and Communications, 2007

2005
A Mass Storage System Administrator Autonomic Assistant.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005

1999
Digital Earth - Panel.
Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1999

1997
Analytical Performance Modeling of Hierarchical Mass Storage Systems.
IEEE Trans. Computers, 1997

1995
An Approximate Performance Model of a Unitree Mas Storage System.
Proceedings of the Fourteenth IEEE Symposium on Mass Storage Systems, 1995

1994
Promising Research Disrections in Disgital Libraries.
Proceedings of the Digital Libraries: Current Issues, 1994

1989
Scientific computing challenges arising from space-borne observations.
Proc. IEEE, 1989


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