Byte Level n–Gram Analysis for Malware Detection
Experimental results are promising and shows that the proposed approach can be used to effectively classify executables (Malware and Benign) minimizing false alarms.
Automating Reading Comprehension by Generating Question and Answer Pairs
- Vishwajeet Kumar, Kireeti Boorla, Y. Meena, Ganesh Ramakrishnan, Yuan-Fang Li
- Computer SciencePacific-Asia Conference on Knowledge Discovery…
- 7 March 2018
A novel two-stage process to generate question-answer pairs from the text using sequence to sequence models and global attention and answer encoding for generating the question most relevant to the answer is presented.
An EEG-EMG correlation-based brain-computer interface for hand orthosis supported neuro-rehabilitation
Evolutionary Algorithms for Extractive Automatic Text Summarization
Active Physical Practice Followed by Mental Practice Using BCI-Driven Hand Exoskeleton: A Pilot Trial for Clinical Effectiveness and Usability
- Anirban Chowdhury, Y. Meena, G. Prasad
- Psychology, MedicineIEEE journal of biomedical and health informatics
- 3 August 2018
A rehabilitation protocol incorporating a separate active PP stage followed by MP stage, using a hand exoskeleton and brain-computer interface, is found to be promising both in terms of clinical effectiveness and usability.
Domain Independent Framework for Automatic Text Summarization
Optimal Features Set for Extractive Automatic Text Summarization
- Y. Meena, P. Deolia, D. Gopalani
- Computer ScienceFifth International Conference on Advanced…
- 21 February 2015
This paper tested all possible combinations of seven features and then reported the best one for particular document and analyzed the results for all 10 documents taken from DUC 2002 dataset using ROUGE evaluation matrices.
YouTube Video Ranking by Aspect-Based Sentiment Analysis on User Feedback
Investigation of the impact of different aspects of the video’s subject from the user comments in the video retrieval using aspect-based sentiment analysis finds that irrelevant videos may be ranked higher.
Aspect-Based Sentiment Analysis of Students’ Feedback to Improve Teaching–Learning Process
- Ganpat Singh Chauhan, Preksha Agrawal, Y. Meena
- Computer Science, EducationInformation and Communication Technology for…
- 15 December 2018
Nowadays, educational institutes and universities are showing interest to improve quality of education system by monitoring teacher’s teaching, student’s learning, and course analysis using…
Analysis of Sentence Scoring Methods for Extractive Automatic Text Summarization
ROUGE-N is used to evaluate generated summary with abstractive summary of DUC 2002 dataset and the results on combinations of various features for scoring are discussed.