Výsledky vyhledávání - "Maisha Binte"

Akademický článek

Navigating the Multimodal Landscape: A Review on Integration of Text and Image Data in Machine Learning Architectures

Autor: Maisha Binte Rashid, Md Shahidur Rahaman, Pablo Rivas

Publikováno v: Machine Learning and Knowledge Extraction, Vol 6, Iss 3, Pp 1545-1563 (2024)

Images and text have become essential parts of the multimodal machine learning (MMML) framework in today’s world because data are always available, and technological breakthroughs bring disparate forms together, and while text adds semantic richnes

Externí odkaz: https://doaj.org/article/783c570368f349d5a77501df3c7bcd35

Zobrazit plný text záznamu

Akademický článek

Extracting Mental Health Indicators From English and Spanish Social Media: A Machine Learning Approach

Autor: Miryam Elizabeth Villa-Perez, Luis A. Trejo, Maisha Binte Moin, Eleni Stroulia

Publikováno v: IEEE Access, Vol 11, Pp 128135-128152 (2023)

This study examines the communications of English- and Spanish-speaking Twitter users through traditional and deep learning algorithms to automatically recognize whether they live with one of nine mental health conditions. We created two datasets in

Externí odkaz: https://doaj.org/article/60aa3f121cd246169304f77e643d026e

Zobrazit plný text záznamu

Akademický článek

Production of biogas from food waste in laboratory scale dry anaerobic digester under mesophilic condition

Autor: Mahbub Alam, Maisha Binte Sultan, Maheen Mehnaz, Chowdhury Sharif Uddin Fahim, Shabiha Hossain, Amit Hasan Anik

Publikováno v: Energy Nexus, Vol 7, Iss , Pp 100126- (2022)

Organic matter specifically food and vegetable waste contains the utmost proportion of the composition of solid waste in Bangladesh. It is estimated that the food waste generation rate of Bangladesh University of Professionals (BUP) from its two majo

Externí odkaz: https://doaj.org/article/84120e24a1e14bf4833435aa5ec441b3

Zobrazit plný text záznamu

Akademický článek

Soil, dust, and leaf-based novel multi-sample approach for urban heavy metal contamination appraisals in a megacity, Dhaka, Bangladesh

Autor: Maisha Binte Sultan, Tasrina Rabia Choudhury, Md. Nur-E Alam, Md. Bodrud Doza, Md. Mostafizur Rahmana

Publikováno v: Environmental Advances, Vol 7, Iss , Pp 100154- (2022)

The fast-growing megacities in the South Asian region have been facing environmental issues such as heavy metal load due to anthropogenic activities including Dhaka city. Thus, this study was executed to understand the heavy metal contamination in th

Externí odkaz: https://doaj.org/article/86fb2771bf5e4666912b6018ed9e6f70

Zobrazit plný text záznamu

Report

AI Safety in Practice: Enhancing Adversarial Robustness in Multimodal Image Captioning

Autor: Rashid, Maisha Binte, Rivas, Pablo

Multimodal machine learning models that combine visual and textual data are increasingly being deployed in critical applications, raising significant safety and security concerns due to their vulnerability to adversarial attacks. This paper presents

Externí odkaz: http://arxiv.org/abs/2407.21174