Gita Alaghband

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 26

Top Topics

Frequent Pattern Mining

Top Venues

SpringSim (HPS)

Publications

Manh Huynh, Gita Alaghband
Online Adaptive Temporal Memory with Certainty Estimation for Human Trajectory Prediction. WACV (2023)
Manh Huynh, Gita Alaghband
Multi-Modal Sensor Framework with Learnable Uncertainty Estimator for Pedestrian Trajectory Prediction. ITSC (2023)
Iris Linck, Arthur Tórgo Gómez, Gita Alaghband
CNN Quadtree Depth Decision Prediction for Block Partitioning in HEVC Intra-Mode. DCC (2023)
Henok Ghebrechristos, Stence Nicholas, David Mirsky, Manh Huynh, Zackary Kromer, Ligia Batista, Gita Alaghband, Brent O'Neill, Steven Moulton, Daniel M. Lindberg
Deep Learning Mixture-of-Experts for Cytotoxic Edema Assessment in Infants and Children. ISBI (2023)
Henok Ghebrechristos, Stence Nicholas, David Mirsky, Gita Alaghband, Manh Huynh, Zackary Kromer, Ligia Batista, Brent ONeill, Steven Moulton, Daniel M. Lindberg
Deep Learning Mixture-of-Experts Approach for Cytotoxic Edema Assessment in Infants and Children. CoRR (2022)
Manh Huynh, Gita Alaghband
GPRAR: Graph Convolutional Network based Pose Reconstruction and Action Recognition for Human Trajectory Prediction. CoRR (2021)
Manh Huynh, Gita Alaghband
GPRAR: Graph Convolutional Network based Pose Reconstruction and Action Recognition for Human Trajectory Prediction. BMVC (2021)
Nao Takano, Gita Alaghband
Generator From Edges: Reconstruction of Facial Images. CoRR (2020)
Manh Huynh, Gita Alaghband
AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes. BMVC (2020)
Manh Huynh, Gita Alaghband
AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes. CoRR (2020)
Henok Ghebrechristos, Gita Alaghband
Deep curriculum learning optimization. SN Comput. Sci. 1 (5) (2020)
Thoria Alghamdi, Gita Alaghband
High Performance Parallel Sort for Shared and Distributed Memory MIMD. CoRR (2020)
Nao Takano, Gita Alaghband
Generator from Edges: Reconstruction of Facial Images. ISVC (2) (2020)
Nao Takano, Gita Alaghband
SRGAN: Training Dataset Matters. CoRR (2019)
Manh Huynh, Gita Alaghband
Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM. CoRR (2019)
Henok Ghebrechristos, Gita Alaghband
Optimizing Training using Information Theory-Based Curriculum Learning Factory. ICTAI (2019)
Henok Ghebrechristos, Gita Alaghband
Information Theory-Based Curriculum Learning Factory to Optimize Training. ACPR (1) (2019)
Manh Huynh, Gita Alaghband
Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM. ISVC (1) (2019)
Iris Linck, Arthur Tórgo Gómez, Gita Alaghband
Test Zonal Search Based on Region Label (TZSR) for Motion Estimation in HEVC. MMSP (2018)
Huynh Manh, Gita Alaghband
Spatiotemporal KSVD Dictionary Learning for Online Multi-target Tracking. CoRR (2018)
Huynh Manh, Gita Alaghband
Scene-LSTM: A Model for Human Trajectory Prediction. CoRR (2018)
Huynh Manh, Gita Alaghband
Spatiotemporal KSVD Dictionary Learning for Online Multi-target Tracking. CRV (2018)
Trevor M. Simonton, Gita Alaghband
Efficient and accurate Word2Vec implementations in GPU and shared-memory multicore architectures. HPEC (2017)
Lan Vu, Gita Alaghband
A load balancing parallel method for frequent pattern mining on multi-core cluster. SpringSim (HPS) (2015)
Lan Vu, Gita Alaghband
Efficient Algorithms for Mining Frequent Patterns from Sparse and Dense Databases. J. Intell. Syst. 24 (2) (2015)
Lan Vu, Gita Alaghband
A self-adaptive method for frequent pattern mining using a CPU-GPU hybrid model. SpringSim (HPS) (2015)
Lan Vu, Gita Alaghband
Novel parallel method for association rule mining on multi-core shared memory systems. Parallel Comput. 40 (10) (2014)
Lan Vu, Gita Alaghband
Novel parallel method for mining frequent patterns on multi-core shared memory systems. DISCS@SC (2013)
Stefan P. Muszala, Gita Alaghband, James J. Hack, Daniel A. Connors
Natural Load Indices (NLI) for scientific simulation. J. Supercomput. 59 (1) (2012)
Lan Vu, Gita Alaghband
High performance frequent pattern mining on multi-core cluster. CTS (2012)
David Gnabasik, Gita Alaghband
Topological analysis of proteomic data. CTS (2012)
Gita Alaghband
Relationship model: a network model for integrating human expertise with systematic distributed processes. J. Softw. Maintenance Res. Pract. 23 (2) (2011)
Franklin E. Powers Jr., Gita Alaghband
The Hydra Parallel Programming System. Concurr. Comput. Pract. Exp. 20 (1) (2008)
Gita Alaghband, David Gnabasik
Dynamic Distribution of Java Applications. Informatica (Slovenia) 31 (3) (2007)
Franklin E. Powers Jr., Gita Alaghband
Introducing the hydra parallel programming system. SPAA (2006)
Stefan P. Muszala, Gita Alaghband, Daniel A. Connors, James J. Hack
A VFSA Scheduler for Radiative Transfer Data in Climate Models. PDCS (2004)
Gita Alaghband, David Gnabasik
Streaming Java Applications to Mobile Computing Devices. International Conference on Wireless Networks (2004)
Bernardo Rodriguez, Harry F. Jordan, Gita Alaghband
A Metric for the Temporal Characterization of Parallel Programs. J. Parallel Distributed Comput. 46 (2) (1997)
Gita Alaghband, Melodi Mosley Gates
Utilizing Parallel Processing: a Decision Support System for Service Delivery Scheduling. Parallel Algorithms Appl. 10 (1-2) (1996)
Bernardo Rodriguez, Harry F. Jordan, Gita Alaghband
Temporal Characterization of Demands for Data Movement on Parallel Programs. IPPS (1996)
Gita Alaghband
Parallel Sparse Matrix Solution and Performance. Parallel Comput. 21 (9) (1995)
Gita Alaghband, Harry F. Jordan
Overview of the Force Scientific Parallel Language. Sci. Program. 3 (1) (1994)
Gita Alaghband, Bernardo Rodriguez, Harry F. Jordan
Mathematical Models for Parallel Loops. PPSC (1993)
Gita Alaghband, Muhammad S. Benten, Rüdiger Jakob, Harry F. Jordan, Aruna V. Ramanan
Language Portability Across Shared Memory Multiprocessors. IEEE Trans. Parallel Distributed Syst. 4 (9) (1993)
Gita Alaghband
Solution of Structurally Identical Sparse Linear System Based on a Parallel Pivoting Technique. PPSC (1991)
Gita Alaghband
Parallel pivoting combined with parallel reduction and fill-in control. Parallel Comput. 11 (2) (1989)
Harry F. Jordan, Muhammad S. Benten, Gita Alaghband, Rüdiger Jakob
The Force: A Highly Portable Parallel Programming Language. ICPP (2) (1989)
Gita Alaghband, Harry F. Jordan
Sparse Gaussian Elimination with Controlled Fill-in on a Shared Memory Multiprocessor. IEEE Trans. Computers 38 (11) (1989)