152 citations · 311 across the 10 of their papers we have counts for
10 papers
Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions
Shradha Verma, Tripti Goel, M Tanveer +3
Schizophrenia (SCZ) is a brain disorder where different people experience different symptoms, such as hallucination, delusion, flat-talk, disorganized thinking, etc. In the long te…
Deep Learning for Brain Age Estimation: A Systematic Review
M. Tanveer, M. A. Ganaie, Iman Beheshti +7
Over the years, Machine Learning models have been successfully employed on neuroimaging data for accurately predicting brain age. Deviations from the healthy brain aging pattern ar…
Quantitative Susceptibility Mapping in Cognitive Decline: A Review of Technical Aspects and Applications
Shradha Verma, Tripti Goel, M Tanveer
In the human brain, essential iron molecules for proper neurological functioning exist in transferrin (tf) and ferritin (Fe3) forms. However, its unusual increment manifests iron o…
Lightweight 3D Convolutional Neural Network for Schizophrenia diagnosis using MRI Images and Ensemble Bagging Classifier
P Supriya Patro, Tripti Goel, S A VaraPrasad +2
Structural alterations have been thoroughly investigated in the brain during the early onset of schizophrenia (SCZ) with the development of neuroimaging methods. The objective of t…
Unsupervised Speaker Diarization that is Agnostic to Language, Overlap-Aware, and Tuning Free
M. Iftekhar Tanveer, Diego Casabuena, Jussi Karlgren +1
Podcasts are conversational in nature and speaker changes are frequent -- requiring speaker diarization for content understanding. We propose an unsupervised technique for speaker…
Fairness in Rating Prediction by Awareness of Verbal and Gesture Quality of Public Speeches
Ankani Chattoraj, Rupam Acharyya, Shouman Das +2
The role of verbal and non-verbal cues towards great public speaking has been a topic of exploration for many decades. We identify a commonality across present theories, the elemen…
UR-FUNNY: A Multimodal Language Dataset for Understanding Humor
Md Kamrul Hasan, Wasifur Rahman, Amir Zadeh +5
Humor is a unique and creative communicative behavior displayed during social interactions. It is produced in a multimodal manner, through the usage of words (text), gestures (visi…
Automatic Identification of Non-Meaningful Body-Movements and What It Reveals About Humans
Md Iftekhar Tanveer, RuJie Zhao, Mohammed Hoque
We present a framework to identify whether a public speaker's body movements are meaningful or non-meaningful ("Mannerisms") in the context of their speeches. In a dataset of 84 pu…
Use of Laplacian Projection Technique for Summarizing Likert Scale Annotations
M. Iftekhar Tanveer
Summarizing Likert scale ratings from human annotators is an important step for collecting human judgments. In this project we study a novel, graph theoretic method for this purpos…
Automated Analysis and Prediction of Job Interview Performance
Iftekhar Naim, M. Iftekhar Tanveer, Daniel Gildea +2
We present a computational framework for automatically quantifying verbal and nonverbal behaviors in the context of job interviews. The proposed framework is trained by analyzing t…