Search Results for author: Amitava Datta

Found 13 papers, 0 papers with code

ALIVE: A Low-Cost Interactive Vaccine Storage Environment Module ensuring easy portability and remote tracking of operational logistics to the last mile

no code implementations5 Feb 2024 Arkadeep Datta, Arani Mukhopadhyay, Amitava Datta, Ranjan Ganguly

Despite the frugal nature of development, the system promises significant benefits, including reduced vaccine loss and remote monitoring advantages.

COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals

no code implementations8 Sep 2023 Asmaa Shati, Ghulam Mubashar Hassan, Amitava Datta

A wide range of respiratory diseases, such as cold and flu, asthma, and COVID-19, affect people's daily lives worldwide.

Classification of sleep stages from EEG, EOG and EMG signals by SSNet

no code implementations3 Jul 2023 Haifa Almutairi, Ghulam Mubashar Hassan, Amitava Datta

The performance of our proposed model is evaluated by using two public datasets Sleep-EDF Expanded dataset and ISRUC-Sleep dataset.

EEG

#REVAL: a semantic evaluation framework for hashtag recommendation

no code implementations24 May 2023 Areej Alsini, Du Q. Huynh, Amitava Datta

Our experiments of the proposed framework on three large datasets show that #REval gave more meaningful hashtag synonyms for hashtag recommendation evaluation.

Patient Independent Interictal Epileptiform Discharge Detection

no code implementations27 Apr 2023 Matthew McDougall, Hezam Albaqami, Ghulam Mubashar Hassan, Amitava Datta

This is implemented using raw EEG data, sourced from Temple University Hospital's EEG Epilepsy Corpus, and is found to outperform the current state of the art model for IED detection across the same dataset.

Binary Classification EEG

Evaluating BERT-based Pre-training Language Models for Detecting Misinformation

no code implementations15 Mar 2022 Rini Anggrainingsih, Ghulam Mubashar Hassan, Amitava Datta

The result of the proposed technique has been compared with the state-of-the-art techniques on the same datasets.

Misinformation Rumour Detection

Wavelet-Based Multi-Class Seizure Type Classification System

no code implementations19 Feb 2022 Hezam Albaqami, Ghulam Mubashar Hassan, Amitava Datta

Epilepsy is one of the most common brain diseases that affect more than 1\% of the world's population.

Classification EEG +1

BERT based classification system for detecting rumours on Twitter

no code implementations7 Sep 2021 Rini Anggrainingsih, Ghulam Mubashar Hassan, Amitava Datta

These approaches rely on feature extraction to obtain both content and context features from the text of tweets to distinguish rumours and non-rumours.

Classification Misinformation +4

Estimating galaxy masses from kinematics of globular cluster systems: a new method based on deep learning

no code implementations30 Jan 2021 Rajvir Kaur, Kenji Bekki, Ghulam Mubashar Hassan, Amitava Datta

Then we use the CNN to predict the total masses of galaxies (i. e., test the CNN) for the totally unknown dataset that is not used in training the CNN.

Hit ratio: An Evaluation Metric for Hashtag Recommendation

no code implementations3 Oct 2020 Areej Alsini, Du Q. Huynh, Amitava Datta

A comparison of hit ratio with the classical evaluation metrics reveals their limitations.

Recommendation Systems

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