A Supervised Approach to Delineate Built-Up Areas for Monitoring and Analysis of Settlements

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With an increase in the amount of natural disasters, the combined use of cloud-penetrating Synthetic Aperture Radar and deep learning becomes unavoidable for their monitoring. This article proposes a methodology for forest fire detection using unsupervis... ver más

Revista: ISPRS International Journal of Geo-Information

Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies

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Swarnendu Ghosh, Teresa Gonçalves and Nibaran Das

Conceptual representations of images involving descriptions of entities and their relations are often represented using scene graphs. Such scene graphs can express relational concepts by using sets of triplets ⟨subject—predicate&... ver más

Revista: Future Internet

Enhancing Speech Emotions Recognition Using Multivariate Functional Data Analysis

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Matthieu Saumard

Speech Emotions Recognition (SER) has gained significant attention in the fields of human?computer interaction and speech processing. In this article, we present a novel approach to improve SER performance by interpreting the Mel Frequency Cepstral Coeff... ver más

Revista: Big Data and Cognitive Computing

Integrating Satellite Imagery and Ground-Based Measurements with a Machine Learning Model for Monitoring Lake Dynamics over a Semi-Arid Region

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Kenneth Ekpetere, Mohamed Abdelkader, Sunday Ishaya, Edith Makwe and Peter Ekpetere

The long-term variability of lacustrine dynamics is influenced by hydro-climatological factors that affect the depth and spatial extent of water bodies. The primary objective of this study is to delineate lake area extent, utilizing a machine learning ap... ver más

Revista: Hydrology

Support Vector Regression Models of Stormwater Quality for a Mixed Urban Land Use

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Mugdha P. Kshirsagar and Kanchan C. Khare

The present study is an attempt to model the stormwater quality of a stream located in Pune, India. The city is split up into twenty-three basins (named A to W) by the Pune Municipal Corporation. The selected stream lies in the haphazardly expanded peri-... ver más

Revista: Hydrology

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