Milton Halem

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 32

Top Topics

Compressive Sensing

Greedy Algorithms

Top Venues

AAAI Spring Symposium: MLPS

Publications

Samit Shivadekar, Milton Halem, Yaacove Yeah, Shivam Vibhute
Edge AI cosmos blockchain distributed network for precise ablh detection. Multim. Tools Appl. 83 (27) (2024)
Samit Shivadekar, Yaacov Yesha, Milton Halem, Zhifeng Yang
Multi-Variable Tensor Decomposition Analytics. IGARSS (2023)
Ramin Ayanzadeh, John E. Dorband, Milton Halem, Tim Finin
Quantum-Assisted Greedy Algorithms. IGARSS (2022)
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, E. Kalnay, S. Safa, C. Da
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease. DDDAS (2022)
Ramin Ayanzadeh, John E. Dorband, Milton Halem, Tim Finin
Quantum-Assisted Greedy Algorithms. CoRR (2022)
Jennifer Sleeman, Tim Finin, Milton Halem
Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling. Frontiers Big Data 4 (2021)
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)
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)
Phuong Nguyen, Rahul Gite, Zhifeng Yang, Milton Halem
Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height. IGARSS (2021)
Zeenat Ali, Dorsa Ziaei, Jennifer Sleeman, Zhifeng Yang, Milton Halem
LSTMs for Inferring Planetary Boundary Layer Height (PBLH). AAAI Spring Symposium: MLPS (2021)
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)
Ramin Ayanzadeh, Milton Halem, Tim Finin
Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach. CoRR (2020)
Ramin Ayanzadeh, Milton Halem, Tim Finin
An Ensemble Approach for Compressive Sensing with Quantum. CoRR (2020)
Jennifer Sleeman, John Dorband, Milton Halem
A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning. CoRR (2020)
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)
Ramin Ayanzadeh, Milton Halem, Tim Finin
An Ensemble Approach for Compressive Sensing with Quantum Annealers. IGARSS (2020)
Jennifer Sleeman, Tim Finin, Milton Halem
Temporal Understanding of Cybersecurity Threats. BigDataSecurity/HPSC/IDS (2020)
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)
Ramin Ayanzadeh, John Dorband, Milton Halem, Tim Finin
Post-Quantum Error-Correction for Quantum Annealers. CoRR (2020)
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)
Ramin Ayanzadeh, Milton Halem, Tim Finin
SAT-based Compressive Sensing. CoRR (2019)
Kaushik Velusamy, Smriti Prathapan, Milton Halem
Exploring the Behavior of Coherent Accelerator Processor Interface (CAPI) on IBM Power8+ Architecture and FlashSystem 900. CoRR (2019)
Ramin Ayanzadeh, Seyedahmad Mousavi, Milton Halem, Tim Finin
Quantum Annealing Based Binary Compressive Sensing with Matrix Uncertainty. CoRR (2019)
Jennifer Sleeman, Tim Finin, Milton Halem
Ontology-Grounded Topic Modeling for Climate Science Research. CoRR (2018)
Jennifer Sleeman, Tim Finin, Milton Halem
Ontology-Grounded Topic Modeling for Climate Science Research. SW4SG@ISWC (2018)
Jennifer Sleeman, Tim Finin, Milton Halem
Ontology-Grounded Topic Modeling for Climate Science Research. ISWC (Best Workshop Papers) (2018)
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)
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) (2017)
Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane
Discovering scientific influence using cross-domain dynamic topic modeling. IEEE BigData (2017)
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)
Raghavendra Shruti Rao, Milton Halem, John Dorband
Big Data Analytics Performance for Large Out-of-Core Matrix Solvers on Advanced Hybrid Architectures. ICCS (2015)
Timothy Blattner, Walid Keyrouz, Milton Halem, Mary Brady, Shuvra S. Bhattacharyya
A hybrid task graph scheduler for high performance image processing workflows. GlobalSIP (2015)
Oleg Aulov, Adam Price, Milton Halem
AsonMaps: A platform for aggregation visualization and analysis of disaster related human sensor network observations. ISCRAM (2014)
Han Dong, Milton Halem, Shujia Zhou
Social Media Data Analytics Applied to Hurricane Sandy. SocialCom (2013)
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)
Navid Golpayegani, Milton Halem, Edward J. Masuoka, Neal K. Devine, Gang Ye
LVFS: A scalable big data scientific storage system. CLUSTER (2013)
Tyler A. Simon, Phuong Nguyen, Milton Halem
Multiple objective scheduling of HPC workloads through dynamic prioritization. SpringSim (HPC) (2013)
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) (2012)
David Chapman, Milton Halem, Phuong Nguyen, Jeff Avery
Noise reduction in gridded airs brightness temperature grids using the MODIS Obscov algorithm. IGARSS (2012)
Oleg Aulov, Milton Halem
Human Sensor Networks for Improved Modeling of Natural Disasters. Proc. IEEE 100 (10) (2012)
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)
Phuong Nguyen, David Chapman, Milton Halem, Jeff Avery
A near fundamental decadal data record of airs infrared surface brightness temperatures. IGARSS (2012)
Curt Tilmes, Yelena Yesha, Milton Halem
Distinguishing Provenance Equivalence of Earth Science Data. ICCS (2011)
Curt Tilmes, Yelena Yesha, Milton Halem
Tracking provenance of earth science data. Earth Sci. Informatics 3 (1-2) (2010)
Curt Tilmes, Yelena Yesha, Milton Halem
Provenance Artifact Identification in the Atmospheric Composition Processing System (ACPS). TaPP (2010)
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) (2009)
Jaewook Kim, Sookyoung Lee, Milton Halem, Yun Peng
Semantic Similarity Analysis of XML Schema using Grid Computing. IRI (2009)
Navid Golpayegani, Milton Halem
Cloud Computing for Satellite Data Processing on High End Compute Clusters. IEEE CLOUD (2009)
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) (2009)
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) (2009)
Milton Halem, David Chapman, Phuong Nguyen
A Semi-Decadal Multi-Sensor Gridded Data Record of Outgoing Longwave Radiation (OLR) from Aqua. IGARSS (3) (2008)
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)
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)
Milton Halem, Anand Patwardhan, Sandor Dornbush, Michael S. Seablom, Yelena Yesha
Sensor Web Design Studies for Realtime Dynamic Congestion Pricing. PerCom Workshops (2007)
Milton Halem, Randy Schauer
A Mass Storage System Administrator Autonomic Assistant. ICAC (2005)
Milton Halem, Susan Hoban
Digital Earth - Panel. ADL (1999)
Odysseas I. Pentakalos, Daniel A. Menascé, Milton Halem, Yelena Yesha
Analytical Performance Modeling of Hierarchical Mass Storage Systems. IEEE Trans. Computers 46 (10) (1997)
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)
Nabil R. Adam, Milton Halem, Shamim A. Naqvi
Promising Research Disrections in Disgital Libraries. DL (1994)
Milton Halem
Scientific computing challenges arising from space-borne observations. Proc. IEEE 77 (7) (1989)