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ORCIDMilton Halem
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- affiliation: University of Maryland, USA
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2020 – today
- 2024
[j11]Samit Shivadekar, Milton Halem, Yaacove Yeah, Shivam Vibhute:
Edge AI cosmos blockchain distributed network for precise ablh detection. Multim. Tools Appl. 83(27): 69083-69109 (2024)- [i10]Pratik Shukla, Milton Halem:
DUNE: A Machine Learning Deep UNet++ based Ensemble Approach to Monthly, Seasonal and Annual Climate Forecasting. CoRR abs/2408.06262 (2024) - 2023
- [c40]Samit Shivadekar, Yaacov Yesha, Milton Halem, Zhifeng Yang:
Multi-Variable Tensor Decomposition Analytics. IGARSS 2023: 3885-3888 - 2022
- [c39]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:
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease. DDDAS 2022: 403-410 - [c38]Ramin Ayanzadeh, John E. Dorband, Milton Halem, Tim Finin
:
Quantum-Assisted Greedy Algorithms. IGARSS 2022: 4911-4914 - [i9]Ramin Ayanzadeh, John E. Dorband, Milton Halem, Tim Finin:
Quantum-Assisted Greedy Algorithms. CoRR abs/2208.02042 (2022) - 2021
- [j10]Jennifer Sleeman, Tim Finin, Milton Halem:
Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling. Frontiers Big Data 4: 601529 (2021) - [c37]Zeenat Ali, Dorsa Ziaei, Jennifer Sleeman, Zhifeng Yang, Milton Halem:
LSTMs for Inferring Planetary Boundary Layer Height (PBLH). AAAI Spring Symposium: MLPS 2021 - [c36]Dorsa Ziaei, Jennifer Sleeman, Milton Halem, Vanessa Caicedo, Ruben Delgado, Belay Demoz:
Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction. AAAI Spring Symposium: MLPS 2021 - [c35]Samit Shivadekar, Jayalakshmi Mangalagiri, Phuong Nguyen, David Chapman, Milton Halem, Rahul Gite:
An Intelligent Parallel Distributed Streaming Framework for near Real-time Science Sensors and High-Resolution Medical Images. ICPP Workshops 2021: 7:1-7:9 - [c34]Phuong Nguyen, Rahul Gite, Zhifeng Yang, Milton Halem:
Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height. IGARSS 2021: 7119-7122 - 2020
- [c33]Jennifer Sleeman, Tim Finin, Milton Halem:
Temporal Understanding of Cybersecurity Threats. BigDataSecurity/HPSC/IDS 2020: 115-121 - [c32]Phuong Nguyen, Samit Shivadekar, Sai Sree Laya Chukkapalli, Milton Halem:
Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning. IGARSS 2020: 2073-2076 - [c31]Ramin Ayanzadeh, Milton Halem, Tim Finin:
An Ensemble Approach for Compressive Sensing with Quantum Annealers. IGARSS 2020: 3517-3520 - [c30]Jennifer Sleeman, Milton Halem, Zhifeng Yang, Vanessa Caicedo, Belay Demoz, Ruben Delgado:
A Deep Machine Learning Approach for Lidar Based Boundary Layer Height Detection. IGARSS 2020: 3676-3679 - [c29]Dorsa Ziaei, David Chapman, Yaacov Yesha, Milton Halem:
Segmentation of stem cell colonies in fluorescence microscopy images with transfer learning. Medical Imaging: Image Processing 2020: 113132C - [i8]Ramin Ayanzadeh, Milton Halem, Tim Finin:
Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach. CoRR abs/2001.00234 (2020) - [i7]Jennifer Sleeman, John E. Dorband, Milton Halem:
A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning. CoRR abs/2001.11946 (2020) - [i6]Ramin Ayanzadeh, Milton Halem, Tim Finin:
An Ensemble Approach for Compressive Sensing with Quantum. CoRR abs/2006.04682 (2020) - [i5]Ramin Ayanzadeh, John E. Dorband, Milton Halem, Tim Finin:
Post-Quantum Error-Correction for Quantum Annealers. CoRR abs/2010.00115 (2020)
2010 – 2019
- 2019
- [c28]Kaushik Velusamy, Smriti Prathapan, Milton Halem:
Exploring the Behavior of Coherent Accelerator Processor Interface (CAPI) on IBM Power8+ Architecture and FlashSystem 900. ISC Workshops 2019: 379-396 - [i4]Ramin Ayanzadeh, Seyedahmad Mousavi, Milton Halem, Tim Finin:
Quantum Annealing Based Binary Compressive Sensing with Matrix Uncertainty. CoRR abs/1901.00088 (2019) - [i3]Ramin Ayanzadeh, Milton Halem, Tim Finin:
SAT-based Compressive Sensing. CoRR abs/1903.03650 (2019) - [i2]Kaushik Velusamy, Smriti Prathapan, Milton Halem:
Exploring the Behavior of Coherent Accelerator Processor Interface (CAPI) on IBM Power8+ Architecture and FlashSystem 900. CoRR abs/1909.07166 (2019) - 2018
- [c27]Jennifer Sleeman, Tim Finin, Milton Halem:
Ontology-Grounded Topic Modeling for Climate Science Research. SW4SG@ISWC 2018 - [c26]Jennifer Sleeman, Tim Finin, Milton Halem:
Ontology-Grounded Topic Modeling for Climate Science Research. ISWC (Best Workshop Papers) 2018: 191-202 - [i1]Jennifer Sleeman, Tim Finin, Milton Halem:
Ontology-Grounded Topic Modeling for Climate Science Research. CoRR abs/1807.10965 (2018) - 2017
- [j9]Timothy Blattner, Walid Keyrouz, Shuvra S. Bhattacharyya, Milton Halem, Mary Brady:
A Hybrid Task Graph Scheduler for High Performance Image Processing Workflows. J. Signal Process. Syst. 89(3): 457-467 (2017) - [c25]Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane:
Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence Maps. AAAI Spring Symposia 2017 - [c24]Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane:
Discovering scientific influence using cross-domain dynamic topic modeling. IEEE BigData 2017: 1325-1332 - 2016
- [c23]Yin Huang, Yelena Yesha, Milton Halem, Yaacov Yesha, Shujia Zhou:
YinMem: A distributed parallel indexed in-memory computation system for large scale data analytics. IEEE BigData 2016: 214-222 - 2015
- [c22]Timothy Blattner, Walid Keyrouz, Milton Halem, Mary Brady, Shuvra S. Bhattacharyya:
A hybrid task graph scheduler for high performance image processing workflows. GlobalSIP 2015: 634-637 - [c21]Raghavendra Shruti Rao, Milton Halem, John E. Dorband:
Big Data Analytics Performance for Large Out-of-Core Matrix Solvers on Advanced Hybrid Architectures. ICCS 2015: 2774-2778 - 2014
- [c20]Oleg Aulov, Adam Price, Milton Halem:
AsonMaps: A platform for aggregation visualization and analysis of disaster related human sensor network observations. ISCRAM 2014 - 2013
- [c19]Navid Golpayegani, Milton Halem, Edward J. Masuoka, Neal K. Devine, Gang Ye:
LVFS: A scalable big data scientific storage system. CLUSTER 2013: 1-5 - [c18]David Chapman, Tyler A. Simon, Phuong Nguyen, Milton Halem:
A Data Intensive Statistical Aggregation Engine: A Case Study for Gridded Climate Records. IPDPS Workshops 2013: 2157-2164 - [c17]Han Dong, Milton Halem, Shujia Zhou:
Social Media Data Analytics Applied to Hurricane Sandy. SocialCom 2013: 963-966 - [c16]Tyler A. Simon, Phuong Nguyen, Milton Halem:
Multiple objective scheduling of HPC workloads through dynamic prioritization. SpringSim (HPC) 2013: 13 - 2012
- [j8]Shujia Zhou, Yelena Yesha, Milton Halem:
Special Issue: Exploring the frontiers of computing science and technology: efficiently utilizing multicore and many-core processors. Concurr. Comput. Pract. Exp. 24(2): 109-110 (2012) - [j7]Oleg Aulov, Milton Halem:
Human Sensor Networks for Improved Modeling of Natural Disasters. Proc. IEEE 100(10): 2812-2823 (2012) - [c15]Phuong Nguyen, David Chapman, Milton Halem, Jeff Avery:
A near fundamental decadal data record of airs infrared surface brightness temperatures. IGARSS 2012: 3708-3711 - [c14]David Chapman, Milton Halem, Phuong Nguyen, Jeff Avery:
Noise reduction in gridded airs brightness temperature grids using the MODIS Obscov algorithm. IGARSS 2012: 4742-4745 - [c13]Phuong Nguyen, Tyler A. Simon, Milton Halem, David Chapman, Quang Le:
A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment. UCC 2012: 161-167 - 2011
- [c12]Curt Tilmes, Yelena Yesha, Milton Halem:
Distinguishing Provenance Equivalence of Earth Science Data. ICCS 2011: 548-557 - 2010
- [j6]Curt Tilmes, Yelena Yesha, Milton Halem:
Tracking provenance of earth science data. Earth Sci. Informatics 3(1-2): 59-65 (2010) - [c11]Curt Tilmes, Yelena Yesha, Milton Halem:
Provenance Artifact Identification in the Atmospheric Composition Processing System (ACPS). TaPP 2010 - [p1]David Chapman, Karuna P. Joshi, Yelena Yesha, Milton Halem, Yaacov Yesha, Phuong Nguyen:
Scientific Services on the Cloud. Handbook of Cloud Computing 2010: 379-405
2000 – 2009
- 2009
- [j5]Shujia Zhou, Yelena Yesha, Milton Halem:
Special Issue: Exploring the Frontiers of Computing Science and Technology: Adapting Emerging Multi- and Many-core Processors. Concurr. Comput. Pract. Exp. 21(17): 2141-2142 (2009) - [j4]Shujia Zhou, Daniel C. Duffy, Tom Clune, Max Suarez, Samuel Williams, Milton Halem:
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. 21(17): 2176-2186 (2009) - [j3]Milton Halem, Neal Most, Curt Tilmes, Kevin Stewart, Yelena Yesha, David Chapman, Phuong Nguyen:
Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies. IEEE Trans. Geosci. Remote. Sens. 47(1-1): 114-122 (2009) - [c10]Navid Golpayegani, Milton Halem:
Cloud Computing for Satellite Data Processing on High End Compute Clusters. IEEE CLOUD 2009: 88-92 - [c9]Jaewook Kim, Sookyoung Lee, Milton Halem, Yun Peng:
Semantic Similarity Analysis of XML Schema using Grid Computing. IRI 2009: 57-62 - 2008
- [c8]Milton Halem, Curt Tilmes, Yelena Yesha, David Chapman, Phuong Nguyen:
Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite. IGARSS (4) 2008: 127-128 - [c7]Milton Halem, David Chapman, Phuong Nguyen:
A Semi-Decadal Multi-Sensor Gridded Data Record of Outgoing Longwave Radiation (OLR) from Aqua. IGARSS (3) 2008: 334-337 - 2007
- [c6]Milton Halem, Anand Patwardhan, Sandor Dornbush, Michael S. Seablom, Yelena Yesha:
Sensor Web Design Studies for Realtime Dynamic Congestion Pricing. PerCom Workshops 2007: 413-418 - [c5]Milton Halem, Curt Tilmes, Yelena Yesha, Sharon Shen, Mitchell D. Goldberg, L. H. Zhou:
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. WEBIST (1) 2007: 371-377 - 2005
- [c4]Milton Halem, Randy Schauer:
A Mass Storage System Administrator Autonomic Assistant. ICAC 2005: 300-301
1990 – 1999
- 1999
- [c3]Milton Halem, Susan Hoban:
Digital Earth - Panel. ADL 1999: 96 - 1997
- [j2]Odysseas I. Pentakalos, Daniel A. Menascé, Milton Halem, Yelena Yesha:
Analytical Performance Modeling of Hierarchical Mass Storage Systems. IEEE Trans. Computers 46(10): 1103-1118 (1997) - 1996
- [e1]Nabil R. Adam, Bharat K. Bhargava, Milton Halem, Yelena Yesha:
Digital Libraries, Research and Technology Advances, ADL '95 Forum, McLean, Virginia, USA, May 15-17, 1995, Selected Papers. Lecture Notes in Computer Science 1082, Springer 1996, ISBN 3-540-61410-9 [contents] - 1995
- [c2]Odysseas I. Pentakalos, Daniel A. Menascé, Milton Halem, Yelena Yesha:
An Approximate Performance Model of a Unitree Mas Storage System. IEEE Symposium on Mass Storage Systems 1995: 210-224 - 1994
- [c1]Nabil R. Adam, Milton Halem, Shamim A. Naqvi:
Promising Research Disrections in Disgital Libraries. DL 1994: 21-29
1980 – 1989
- 1989
- [j1]Milton Halem:
Scientific computing challenges arising from space-borne observations. Proc. IEEE 77(7): 1061-1091 (1989)
Coauthor Index
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last updated on 2024-10-07 22:06 CEST by the dblp team
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