| Vol-2823 urn:nbn:de:0074-2823-7 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ACI 2021
Advances in Computational Intelligence, its Concepts & Applications 2021

### Proceedings of the Workshop on Advances in Computational Intelligence, its Concepts & Applications (ACI 2021) at ISIC 2021

### New Delhi, India, February 25-27, 2021.

Edited by

### Prateek Agrawal *
Charu Gupta **
Vishu Madaan ***
Deepshikha Kalra ****
Sarika Jain *****

* University of Klagenfurt, Austria
** Bhagwan Parshuram Institute of Technology, New Delhi,India
*** Lovely Professional University,Punjab, India
**** Management Education & Research Institute, New Delhi,India
***** National Institute of Technology Kurukshetra,Haryana, India

## Table of Contents

- Preface 1-3
  Summary: There were 35 papers submitted for peer-review to this workshop. Out of these, 18 papers were accepted for this volume, The review committee ensured the quality of the papers accepted.

## Papers

- A Visual Narrative of Ramayana using Extractive Summarization, Topic Modeling and NER 4-12
  Sree Ganesh Thottempudi
- HEDCM: Human Emotions Detection and Classification Model from Speech using CNN 13-20
  Anjali Tripathi, Upasana Singh, Garima Bansal, Rishabh Gupta, Ashutosh Kumar Singh
- Implementation of Handwritten Digit Recognizer using CNN 21-29
  B M Vinjit, Mohit Kumar Bhojak, Sujit Kumar, Gitanjali Nikam
- Semantic Framework for Facilitating Product Discovery 30-36
  Paras Bhutani, Shubham Kumar Baranwal, Sarika Jain
- Knowing the Unknown: Unshielding the Mysteries of Semantic Web in Health Care Domain 37-44
  Pallavi Nagpal, Deepika Chaudhary, Jaiteg Singh
- Handwritten Offline Devanagari Compound Character Recognition Using Machine Learning 45-54
  Juhee Sachdeva, Sonu Mittal
- Real-Time Object Detection And Identification For Visually Challenged People Using Mobile Platform 55-62
  Neeraj Joshi, Shubham Maurya, Sarika Jain
- A Deep Learning Based Approach to Detect Suspicious Weapons 63-68
  Prashant Varshney, Harsh Tyagi, Nikhil Kr. Lohia, Abhishek Kajla, Palak Girdhar
- AMD-Network: Automatic Macular Diagnoses of disease in OCT scan images through Neural Network 69-73
  Praveen Mittal, Charul Bhatnagar
- Identifying Fake Profile in Online Social Network 74-83
  Himanshi Gupta Nagariya, Neha Dhanotiya, Shruti Joshi, Sarika Jain
- Features Contributing Towards Heart Disease Prediction Using Machine Learning 84-92
  Chetan Sharma, Shankar Shambhu, Prasenjit Das, Shaily Jain, Sakshi
- An Overview of Lightweight Cipher 93-101
  Rupam Dixit, Lalbaboo Kumar, Sandhya Verma, Kapil Gupta, Sarika Jain
- Comprehensive Study of Semantic Annotation: Variant and Praxis 102-116
  Sumit Sharma, Sarika Jain
- Tunnel Field Effect Transistor based Biosensors for detection of Biomolecules: A Review 117-126
  Rishika Sen, Cherry Bhargava
- Malware Detection in Internet of Things using Machine Learning enabled Data Science Approach 127-131
  Sunita Choudhary, Anand Sharma
- The Analysis of Public Cloud 132-145
  Shanu Khare, Awadhesh K. Shukla, Sripada Manas L
- Context-Aware Model of Abstractive Text Summarization for Research Articles 146-154
  Gopinath Dineshnath, Selvaraj Saraswathi
- Prediction of Heart Disease Mortality Rate Using Data Mining 155-163
  Prasenjit Das, Shaily Jain, Chetan Sharma, Shankar Shambhu, Sakshi

2021-03-25: submitted by Deepshikha Kalra, metadata incl. bibliographic data published under Creative Commons CC0
2021-04-29: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|