Arpan Man Sainju - Publications, H-index & Citations

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Arpan Man Sainju

University of Alabama System

11H-index

34Paper Count

364Citation Count

Published Papers 7

Publication Date

Weakly Supervised Spatial Deep Learning for Earth Image Segmentation Based on Imperfect Polyline Labels

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2022-01-05

PREAI

Jiang, Zhe; He, Wenchong; Kirby, Marcus Stephen; Sainju, Arpan Man; Wang, Shaowen; Stanislawski, Lawrence, V; Shavers, Ethan J.; Usery, E. Lynn

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Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2022-01-05

PREAI

He, Wenchong; Sainju, Arpan Man; Jiang, Zhe; Yan, Da; Zhou, Yang

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A Hidden Markov Tree Model for Flood Extent Mapping in Heavily Vegetated Areas based on High Resolution Aerial Imagery and DEM: A Case Study on Hurricane Matthew Floods

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2020-12-03

OAAI

Jiang, Zhe; Sainju, Arpan Man

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Parallel Grid-Based Colocation Mining Algorithms on GPUs for Big Spatial Event Data

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2020-03-01

PREAI

Sainju, Arpan Man; Aghajarian, Danial; Jiang, Zhe; Prasad, Sushil

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A Hidden Markov Contour Tree Model for Spatial Structured Prediction

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2020-01-01

OAAI

Sainju, Arpan Man; He, Wenchong; Jiang, Zhe

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Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2019-08-12

PREAI

Jiang, Zhe; Sainju, Arpan Man; Li, Yan; Shekhar, Shashi; Knight, Joseph

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Geographical Hidden Markov Tree

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2019-01-01

OAAI

Jiang, Zhe; Xie, Miao; Sainju, Arpan Man

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Research Directions