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Profil bibliographique

Umme Ayman

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

25Publications signalées
133Citations signalées
2Affiliations récentes

Les institutions déclarées

Les domaines associés

Sentiment Analysis and Opinion MiningNatural Language Processing TechniquesOnline Learning and AnalyticsArtificial Intelligence in HealthcareText and Document Classification Technologies

Les publications récentes

Accès ouvert 2026 dataset OpenAlex

ONUBHOB-BD: A CES-D-Based Dataset on Depressive Symptoms and Associated Psychological Factors Among University Students in Bangladesh

Chayti Saha, Bibhas Roy Chowdhury Piyas, Zannatul Mawa Koli, Moni Akter et autres

Depression has become a growing mental health challenge among university students, especially in developing regions where academic demands, economic hardship, social pressures, and uncertainty about future careers can negatively influence psychological well-being. While previous research has extensively explored depressive symptoms and their …

bd (code pays fourni par la source)

0 citations Mendeley Data
Accès ouvert 2026 dataset OpenAlex

ONUBHOB-BD: A CES-D-Based Dataset on Depressive Symptoms and Associated Psychological Factors Among University Students in Bangladesh

Chayti Saha, Bibhas Roy Chowdhury Piyas, Zannatul Mawa Koli, Moni Akter et autres

Depression has become a growing mental health challenge among university students, especially in developing regions where academic demands, economic hardship, social pressures, and uncertainty about future careers can negatively influence psychological well-being. While previous research has extensively explored depressive symptoms and their …

bd (code pays fourni par la source)

0 citations Mendeley Data
Accès ouvert 2026 data-paper OpenAlex

BanglaEcomReviewCorpus: A dataset for e-commerce product review sentiment analysis

Umme Ayman, Tanvir Ahmed Akash, Taslima Akhter, Saiham Zaman Mridul et autres

Online shopping has become an integral part of modern life, connecting consumers to a wide array of products and services. Customer feedback plays a crucial role in shaping business strategies, enhancing service quality, and driving product innovation, making it essential for understanding …

bd (code pays fourni par la source)

0 citations Data in Brief
Accès ouvert 2026 data-paper OpenAlex

BanglaRegionalTextCorpus: A curated dataset for four regional bangla dialects with standard Bangla and English translation

Md. Tofael Ahmed, Zannatul Mawa Koli, Azmain Mahtab Rahat, Taslima Akhter et autres

The BanglaRegionalTextCorpus is introduced as a curated dataset documenting four regional Bangla dialects: Rangpur, Barisal, Narail, and Khulna along with their corresponding Standard Bangla and English translations. The corpus contains 4653 manually validated sentences, collected from community interactions, field recordings, and publicly …

bd (code pays fourni par la source)

0 citations Data in Brief
2025 conference-paper OpenAlex

Benchmarking ML and DL Models for Bangla Sentiment Analysis in Student Movement

Chayti Saha, Zannatul Mawa Koli, Dristi Saha, Yadab Sutradrar et autres

Sentiment analysis of social movements offers important insights into public opinion, collective feelings, and speech that is motivated by equality. Nonetheless, although being spoken by more than 230 million people, Bangla is still underrepresented in Natural Language Processing (NLP), particularly when it …

bd, us, au (code pays fourni par la source)

0 citations
2025 article OpenAlex

Integrative Insights into Huqna (Enema) Therapy: Unani and Modern Paradigms.

Bushra Husain, Irshad Ahmad Wani, Umme Ayman, Mohd Nayab et autres

Background: The Unani system of medicine is rooted in the Theory of Humors, where health is maintained through the balance of four bodily fluids (blood, phlegm, bile, and black bile). Its treatment approach is holistic, encompassing Ilaj bil Tadbeer (Regimental therapy), Ilaj …

in (code pays fourni par la source)

0 citations PubMed
Accès ouvert 2025 article OpenAlex

Navigating tenses in Bengali sentences: A stacked ensemble model for enhanced prediction

Umme Ayman, Md Nahid Hasan, Mohammad Nur Hossain KHAN, Chayti Saha et autres

Tense classification in Bengali sentences is a fundamental yet unsolved problem of Bangla natural language processing (NLP) which is essential for tasks like machine translation, sentiment analysis, grammar correction, writing assistance and sentence generation. This study addresses this gap by proposing a …

bd, au (code pays fourni par la source)

5 citations PLoS ONE
Accès ouvert 2025 preprint OpenAlex

Comparative Analysis of VGG16-LSTM and VGG19-LSTM Models for Brain Tumor detection in MRI images

Mohammad Asifur Rahim, Umme Ayman, Yadab Sutradhar, Mustofa Ahmed et autres

A brain tumor is an abnormal growth of cells within the brain or spinal canal, which can be either benign or malignant. These tumors can disrupt brain function, leading to symptoms such as headaches, seizures, and cognitive issues. Therefore, early detection of …

bd, us (code pays fourni par la source)

0 citations
Accès ouvert 2025 article OpenAlex

Traditional Wisdom Meets Chronic Disease: Unani Success in Managing Psoriasis with Zimad and Leech Therapy-A Case Report

Umme Ayman, Shaik Adeena Parveen, F. Fakeha

Background: Psoriasis is a chronic, immune-mediated inflammatory skin disorder marked by erythematous plaques with silvery-white scales, significantly affecting patients’ physical and psychological well-being. Conventional therapies, while often effective in symptom control, can result in side effects or limited long-term efficacy. Unani medicine, …

in (code pays fourni par la source)

0 citations Journal of Drug Delivery and Therapeutics
Accès ouvert 2025 article OpenAlex

Real-Time Vehicle Type Detection and Counting for Emission Pollution Monitoring and Traffic Violation Identification

Md Mizanur Rahman, Mohammad Asifur Rahim, Umme Ayman, Amir Sohel et autres

In an urban environment, traffic congestion, automobile emissions, and road safety are significant problems that lead to financial losses and environmental deterioration. Vehicle detection, counting, speed estimation, and pollution monitoring are frequently handled inconsistently by current traffic monitoring systems. This research closes …

bd, au, Afrique du Sud (code pays fourni par la source)

16 citations Emerging Science Journal
Accès ouvert 2025 data-paper OpenAlex

BanglaTense: A large-scale dataset of Bangla sentences categorized by tense: Past, present, and future

Md. Hasan Imam Bijoy, Umme Ayman, Md. Milon Islam

Bengali, an Indo-Aryan language, features a complex grammatical structure with tenses, which is crucial for natural language processing (NLP) applications like text classification, machine translation, and sentiment analysis. The BanglaTense dataset is a large-scale, meticulously curated collection of Bangla sentences categorized by …

bd (code pays fourni par la source)

12 citations Data in Brief
2025 conference-paper OpenAlex

Dropout Prediction of University Students in Bangladesh using Machine Learning Technique

Md. Sajjad Mojumder Anik, Sabiba Israt Zerin, Umme Ayman, Md. Abdul Muntakim et autres

Nowadays, among Bangladesh's educational institutions, the number of university students dropping out is high. A high dropout rate is a problem that presents many negative consequences. It is an academic issue for university students, is a significant risk to local communities and …

bd (code pays fourni par la source)

1 citation

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