chief editors · dr. amarpreet singh professor (cse) acetamritsar icdsml-2020 19th-20thmarch 2020...

Proceedings

of

International Conference on Data Sciences & Machine Learning

ICDSML-2020 on

19th – 20

th March 2020

Chief Editors

Dr. Amarpreet Singh

Professor, Department of Computer Science & Engineering

Er. Navneet Bawa

Associate Professor, Department of Computer Science & Engineering

Editors

Er. Simmi Luthra

Assistant Professor, Department of Computer Application

Er. Mohit Sood

Assistant Professor, Department of Computer Application

Organized By

Department of Computer Science & Engineering

Amritsar College of Engineering & Technology, Amritsar

AMRITSAR GROUP OF COLLEGES

ENGINEERING | PHARMACY | LAW

First Impression: 2020

©ACET, Amritsar

ICDSML-2020 19th-20

thMarch 2020 ISBN 978-81-945285-0-0

First Impression: 2020

ACET, Amritsar

INTERNATIONAL CONFERENCE ON DATA SCIENCES AND MACHINE LEARNING

ICDSML-2020

No part of this publication may be reproduced or transmitted in any form by any means,

electronic or mechanical, including photocopy, recording or any information storage and

retrieval system, without permission in writing from the copyright owners.

Disclaimer

The authors are solely responsible for the contents of the papers compiled in this volume. The

publishers or editors do not take any responsibility for the same in any manner.

AMRITSAR COLLEGE OF ENGINEERING & TECHNOLOGY

12 Km Stone, Amritsar Jalandhar GT Road, Punjab-143001, INDIA

Phone: 0183-5014756, 5069534

Email: [email protected]

Weblink: icdsml.agcamritsar.in

College Website: acetamritsar.ac.in

mailto:[email protected]


ICDSML-2020

ISBN: ISBN 978-81-945285-0-0

No Part of this publication may be reproduced or transmitted in any form by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the copyright owners.

DISCLAIMER

The authors are solely responsible for the contents of the papers compiled in this volume. The publishers or editors do not take any responsibility for the same in any manner

College Website: https://www.acetamritsar.ac.in/

Conference Web Link: http://icdsml.agcamritsar.in/

Address for Correspondence

Amritsar College of Engineering & Technology

12 Km Stone,Amritsar-Jalandhar G.T. Road

Amritsar-143001,(Pb.) INDIA

Phone: 0183-5014756,5069534, 0183-5069535

Email:[email protected]

Website: www.acetamritsar.ac.in

ENGINEERING | PHARMACY | LAW

AMRITSARGROUP OF COLLEGES

th thICDSML-2020 19 -20 March 2020 ISBN 978-81-945285-0-0

Organizing Committee


ICDSML-2020

Chief Patrons

Advocate Sh. Amit Sharma (Chairman& CEO,AGC Amritsar)

Ms Ragini Sharma (Director Finance, AGC Amritsar)

Patrons

Dr. Rajneesh Arora (Managing Director, AGC Amritsar)

Dr. Vijay Kumar Banga (Principal, ACET Amritsar)

Program Committee Chair

Dr. Amarpreet Singh (Professor-CSE, ACET Amritsar)

Conveners

Er. Sandeep Kad (Registrar, AGC Amritsar)

Er. Vinod Kumar (Head, CSE, ACET Amritsar)

Dr. Sachin Khurana (Head, DCA, ACET Amritsar)

Coordinators

Er.Navneet Bawa (Associate Professor, CSE,ACET Amritsar)

Mr. Amit Singh (Assistant Professor, DCA, ACET Amritsar)

Er.Simmi Luthra (Assistant Professor, CSE, ACET Amritsar)

Mr. Mohit Sood (Assistant Professor, DCA, ACET Amritsar)

Executive Committee

Faculty-CSE & DCA


MESSAGE

I am delighted to pen this message for the Proceedings of two days International

Conference on “Data Sciences & Machine Learning (ICDSML-2020)” being hosted by

the Department of CSE of Amritsar College of Engineering and Technology on March 19-

20, 2020.

The foundation stone of Amritsar Group of Colleges is laid on the essence of academic

pursuit and excellence. Excellence in any work can be achieved with utmost dedication,

hard work, and perseverance. We, at AGC, have made this dictum our motto and our way

of life in every single activity in the campus.

I am sure that deliberations in the conference would bring out innovative ideas and

suggestions for technology in related domains. I convey my heartiest greetings to the

representatives and coordinators of the conference.

I also take the opportunity to congratulate the Department of CSE for organizing this

event. My wishes for this conference to be a grand success.

Chief Patron ICDSML-2020

Advocate Amit Sharma

Chairman & CEO

AGC, Amritsar


MESSAGE

It is a matter of great pleasure that “International Conference on Data Sciences &

Machine Learning (ICDSML-2020)” is being hosted by Departments of CSE of Amritsar

College of Engineering and Technology on March 19-20, 2020.Research and

development forms the backbone of our curriculum. The staff and students are engaged in

various path-breaking innovative research activities all throughout the year. We organize

conferences and seminars frequently on contemporary and relevant topics in order to

facilitate research in those areas which will lead to necessary metamorphosis in the

academia as well.I wish the conference all the very best and urge all participants to

brainstorm on the various thrust areas of the conference. I also wish all of you a happy stay

in our campus and look forward to your wholehearted participation in the event. I would

also like to congratulate the Department of CSE for organizing this conference.

Chief Patron ICDSML-2020

Ms Ragini Sharma

Director (Finance)

AGC, Amritsar


MESSAGE

I am pleased to learn that the Department of CSE of Amritsar College of Engineering and

Technology, Amritsar have taken the initiative in organizing the two days “International

Conference on Data Sciences &Machine Learning (ICDSML-2020)”.

I am sure that the Professional ability sponsored up by the experience of the Management

and Faculty of this Institute would guarantee that the occasion ends up being a stupendous

achievement and all the conference objectives are acknowledged to the greatest advantage

of the scholarly world.

The Conference is being held in Amritsar, which is the place of spiritual importance in

Punjab and I hope the delegates will have a comfortable stay and they will enjoy the

traditional hospitality offered by the Institute.

I compliment the organizers of ICDSML-2020 for holding this event and wish all success

to the conference.

Patron ICDSML-2020

Dr. Rajnish Arora

Managing Director

AGC, Amritsar


MESSAGE

On Behalf of Amritsar College of Engineering and Technology, I welcome all the

participants to “International Conference on Data Sciences & Machine Learning

ICDSML-2020”.

The conferences are necessary to bring in culture of information exchange and feedback

on developing trends in technologies. I am delighted to note that the Department of CSE of

Amritsar College of Engineering and Technology is organizing the “International

Conference on Data Sciences & Machine Learning (ICDSML-2020)”. Certainly, this type

of conference not only brings all the academicians, industrialists and researchers at one

platform, but it also inculcates the research culture among the entire fraternity of

Education in the country, thereby, contributing to the development of nation.

I hope that this conference would certainly induce innovative ideas among the participants

paving way for new inventions in engineering field.

I congratulate, Department of CSE for initiating the conduction of such a conference in our

esteemed Institution.

I wish the conference a grand success

Patron ICDSML-2020

Dr. V.K. Banga

Principal

ACET, Amritsar


MESSAGE

It is a matter of honor that Amritsar College of Engineering and Technology, Amritsar is

organizing a “International conference on Data Sciences & Machine Learning (ICDSML-

2020)” on 19-20 March 2020

The urge to look for advancements in research and experimental techniques today is felt in

almost every domain of science engineering and management. This conference is a

platform where scholars can share their views and ideas on the subjects related to the

objectives of conference.

It would be a matter of great satisfaction, not only to the organizers but the whole research

community, if some useful thoughts and directions for prospective development can come

out from deliberations of this conference.

We would like to make this conference a memorable event by offering sufficient

opportunities and hope that you will enjoy the hospitality.

Convener ICDSML 2020

Er. Sandeep Kad

Registrar

AGC, Amritsar


MESSAGE

It is a matter of great honor that Amritsar College of Engineering & Technology, Amritsar

is hosting the international Conference on “Data Sciences and Machine Learning”

(ICDSML 2020 ) on 19th– 20th March 2020.

We at ACET have a mission to achieve academic excellence and responsive of changes in

environment through an academic autonomy and prepare out budding engineering and

managers for global competition and to nurture with core inner values.

The main objective of the conference is to exhibit the technical dexterity of the budding

technocrats, research scholars, representatives from academia and industry. Besides this,

the event provides a premiere forum for the dissemination of current technical ideas about

the recent developments in the field of Data Sciences, Machine Learning and allied areas.

The event focuses on the ingenuity of the charismatic research scholars to be mustered

under one roof with a global outlook. It aims and aspires to bring technical faculty across

the state/country in pace with the latest developed tools that are currently being used in

context to the theme of the conference.

I wish to convey my sincere thanks to all who have contributed for the conference in

whatsoever way through encouragement and valuable suggestions.

I hope that the sincere efforts, zeal and vigor of the members of organizing team would be

prolific enough in making this event a grant feat.

Best Wishes.

Programmee Committee Chair

ICDSML 2020

Dr. Amarpreet Singh

Professor (CSE)

ACET Amritsar


MESSAGE

It gives me immense pleasure that Department of CSE, Amritsar College of Engineering

and Technology, Amritsar is organizing an “International Cconference on Data Sciences

& Machine Learning (ICDSML-2020)” on 19-20 March 2020

The conference provides platform for researchers to get networked and exchange the ideas

for further progress in research and development. Significant contribution by researchers,

academicians from all over the country has done a commendable effort towards the

betterment of the society and mankind. Knowledge by sharing, undoubtedly, enhances

many folds and at ACET we work with this philosophy.

I hope your experience of being a part of this conference will be wonderful. ACET is a

venue where exchange of ideas finds you a global partner for collaboration by which you

can explore your research experiences. Hopefully, the conference discussion,

presentations and contributions play a significant role to update the knowledge in

concerned field.

I wish the conference a great success.

Convener ICDSML-2020

Er. Vinod Sharma

HOD (CSE)

ACET, Amritsar


MESSAGE

I feel proud that Amritsar College of Engineering and Technology, Amritsar is organizing

an “International conference on Data Sciences & Machine Learning (ICDSML-2020)” on

19-20 March 2020.

In today’s era, new developments are occurring almost on daily basis. These

developments are changing the shape of society. Considering the fast pace of

globalization, the need of the hour is to provide a platform where experts may share the

advances in this field.

In a short period of time the conference has received an overwhelming response from large

community of researchers. The papers received in this conference have been closely

reviewed by the experts committee and selected on the basis of originality, significance

and clarity for the objectives of conference. I am confident that the conference will become

a unique experience for academicians, professionals, researchers and students to acquire

the latest knowledge in the related fields.

Convener ICDSML 2020

Dr. Sachin Khurana

HOD (DCA)

ACET, Amritsar


MESSAGE

It gives me immense pleasure to announce that our department is organizing International

Conference on “Data Sciences & Machine Learning (ICDSML)” on 19 -20th March,

2020. I am of the view that this conference will play a vital role in creating new scientific

computerized ideas in our lives.

A conference is a place where true meeting of minds happen. Researchers will come

forward and share their thoughts with fellow researchers. The beauty of a conference is

that it allows exchanges which will ignite ideas and the ways of improving them. The

biggest beneficiaries therefore would be the attendees of this conference.

I feel grateful to the Management, Principal, and staff of ACET for extending their help

and cooperation in conducting the international conference.

Coordinator ICDSML-2020

Er. Navneet Kaur Bawa

Associate Professor (CSE)

ACET,Amritsar



ICDSML-2020th th19 – 20 March 2020

Our Sponsors


S.No. Title of the Paper and Authors Page No.

1

Indoor Tracking using BLE- Brief Survey Of Techniques

Amit Gupta, Ashish Garg

1-3

2 A Novel Foreground based Feature Extraction technique for leaf Disease detection Application

Karthik Manoj, T.Sasilatha, Balamuruga, Arun Kumar.

4-8

3 Prospects Of Ecommerce in India

Pooja Puri, Gaurav Tejpal.

9-15

4 Machine Learning : A Tool Of Virtualization

Kundan Kumar, Amarpreet Singh, Yashwant Kumar

16-22

5

A study of various Security Attacks in VANETS

Pavitar Singh, Sakshi Mahjan

23-28

6 A Review: Cyber Crime and Our Digital Life

Arshdeep Kaur, Rupinderjeet Kaur, Navdeep Kaur

29-40

7 Extraction of Text and Document Image For Vehicle Number Plate Using Image Processing

Navdeep Kaur, Sumit Chopra

41-44

8 Role of IoT, Fog, Cloud computing and Data mining in detecting Primary Tumors– A Review

Jasdeep Singh, Sandeep Kad

45-54

9 Study of Fingerprint door unlock system using Arduino

Karanbir singh , Vivek Sharma, Gurbhej Singh, Bimal Kumar

55-61

10 Denoising of Wavelet Based MIMO OFDM Systems for Internet Telephony Applications

Padmapriya.J, T.Sasilatha, NirmalKumar.B, Pradeep.M

62-67

11 GSM based Automatic Irrigation System using Arduino

Abhijit kumar Boro , Inderjeet Kaur, Manpreet Kaur, Rajeev Kumar Thakur, Narinder Sharma

68-78

12 Quiz System Based :On OpenCV, Microsoft Speech API and Fisher Face Recognition (Delight for Persons who neither speak nor see)

Sarbjeet Singh, Ishan Gambhir

79-84

13 A New Design Approach to Smart Wheelchair Using Arduino, Accelerometer and GSM Module

Sourav Choudhary, Harmandeep Singh, Suraj Sharma, Narinder Sharma

85-95

14 Bluetooth based Home Automation System using Arduino

Kiranbir Kaur

96-103

15 Wireless Charger based on Inductive Coupling using QI technology

Sanjay Bhatia, Narinder Sharma

104-110

16 Review: A Paper on Light Fidelity (LiFi)

Ritika Sood, Damanpreet Kaur, Dasdeep Kaur, Mohit Sood

111-116

17 Application based on Internet of Things (IoT): A Review

Amarjit Singh , Sahil Suri , Simmi Luthra

117-122

18 Analysis of Metrics on Open Source Software: A Study

Anupreet Kaur, Surbhi Aggarwal, Kanwaljit Singh

123-128

19 A Review on Ethical Hacking and Hacking Attacks

Jaskaran Singh , Adarshpreet Singh Jhand, Simmi Luthra

129-133

20 Review: Internet of Things (IoT) and Future Technologies Ritika Sood, Anupreet Kau , Muskaan Sachdeva, Mohit Sood

134-149

INDEX

International Conference

On

Data Sciences & Machine Learning (ICDSML-2020)

March19-20, 2020

21 Review: A Study on Robotics Process and Automization (RPA)

Surbhi Agggarwal, Amritpal kaur, Mohit Sood

150-158

22 A Review: Various Machine Learning Algorithms

Sanjeev Kumar, Shivani Sharma

159-172

23 A Review :How to Embark on Machine Learning Using Various Tools

Neha Chadha, Gourav Kumar

173-177

24 A Detailed review of various Wheat Quality Assessment Techniques Amritpal Kaur, Navleen Kaur

178-181

25

A Review on Different Security Attacks and Challenges of WSN

Parambir Singh, Bhuvnesh Kumar

181-188

26 Variety of Cyber attacks over network and its mitigation techniques

Manbeen, Harmeet Kaur, Neha Chadha

189-196

27 Weed Detection Approach Using Feature Extraction and KNN Classification

Shipra Goyal, Gurpreet Kaur, Navneet Kaur Bawa

197-204

28 Review :ZigBee Technology

Arshdeep Kaur

205-208

29 Review: Artificial Intelligence and Machine Learning

Arshdeep kaur

209-212

30 Review: Superiority of blowfish algorithm in wireless networks

Amritpreet Kaur, Gurmukh Singh, Mohit Sood

213-217

31 Review & Analysis of Palm Recognition System Using Geometry Features

Ramanpreet Kaur, Sumit Chopra

218-221

32 The Effectiveness of Artificial Intelligence in Mechanical Engineering

Amandeep Singh, Gaurav Tejpal, P.S.Pannu

222-226

33 A Review : Android versions

Naman Kakkar, Harmeet Kaur, Sakshi Mahajan

227-231

34 Comparison of the Gain and Noise Figure of New Hybrid Technique EDFA-SOA-EDFA and SOA- EDFA- SOA with the Existing Technique EDFA- RAMAN

Sehajpreet Kaur, Atul Mahajan

232-236

35 Water Tank Automation system using Node MCU 8266 and Android App

Kamran Alam, Lalita Sharma, Namarta Chopra, Ajaypal Singh

237-240

36 A Review on Design and Fabrication of Organic Solar cell using Nanoparticles

Sushmita Kamari, Rishika Sen, Cherry Bhargava

241-243

37 A New Design Approach to Smart Helmet Using Arduino

Abhay Sehgal, Prabhjot Singh, Rahul Mahendru, Rakshit Dhawan, Narinder Sharma

244-250

38 Wheat Disease Detection Survey using Digital Image Processing

Arshdeep Kaur

251-255

39 Design and development of Quad copter using Arduino UNO

Robin, Narinder Sharma

256-264

40 Design and Development of smart glove for dumb and deaf people

Rajnish, Harpreet Kaur, Pahul Sharma, Narinder Sharma

265-270

41 Review: Blockchain and Cryptocurrency, the future of digital transactions.

Sandeep Sood, Mohit Sood, Deepansh

271-291

42

Cluster Head Selection Through Grey WOLF Optimization in Wireless sensor networks

292-299

43 Prediction of Heart Disease:Case Study of Supervised Classification Gurinderpartap Singh

300-304

44 Power of deep learning in wireless communication

Rajdeep Singh Sohal, Vinit Grewal, Jaipreet Kaur

305-307

45 Performance comparison of various diversity techniques in wireless communications

Jaipreet Kaur, Maninder Lal Singh, Rajdeep Singh Sohal

308-312

46 A Study of various Bio-Inspired Algorithms in the Cloud Computing

Ranjandeep Kaur Khera, V.K. Banga

313-319

47 Review: A Paper on Cloud Computing, Introduction

Himanshu, Sahil Arora, Meenakshi, Mohit Sood

320-329

48 Development & Analysis of Data Hiding Security Using Image Processing Technique

Manjinder Kaur, Sumit Chopra

330-334

49 Comparitive analysis of Fuzzy AMGRP and AMGRP

Navroop Kaur , Amarpreet Singh

335-340

50 An Approach for sentiment analysis using GINI index with Random forest classification

Manpreet Kaur, Ajay Sharma

341-351

51 Optimization of 6R Industrial Robot using Bee Algorithm

Ashwani Kumar, V.K. Banga, Darshan Kumar

352-358

52 Non-dominated sorting genetic algorithm-based query optimization for distributed databases

Ravneet Kaur, Ajay Sharma

359-365

53 Review & Analysis of Signature Verification System Using Image Processing Technique

Daljit kaur, Sumit Chopra

366-369

54 A Review on Face Recognition and RetrievalTechniques using Wavelet

Lakhwinder Singh, Sumit Chopra

370-373

55 A novel normalization architecture for floating-point arithmetic

Rajkumar Sarma, Cherry Bhargava, Shruti Jain

374-381

56 Analysis of brain tumor detection in MRI images using DWT & Edge detection

Neelam, Sumit Chopra

382-386

57 Carbon Nanotubes composites, a potential candidate as RAM - A Review

Vikasdeep Virdi, Navdeep Singh, Gurjit Kaur , Gagan Deep Aul

387-394

58 Review & Analysis of moving object frame capturing through Real Time video

Pooja, Sumit Chopra

395-397

59 Design and development of Bidirectional visitor Counter with Automatic room Light Controller

Using Arduino

Avneet Kaur, Gumshal kaur,Jasmeen ,Narinder Sharma

398-409

60 Survey of Digital Image Processing Used Compression Techniques for remove Redundancy

Komalpreet, Hardeep kaur

410-413

61 Load Balancing Algorithms in Cloud Computing : A Comparitive Study

Tejinder sharma, R. P.S. Bedi

414-418

62 Wheat Disease Detection survey using Digital Image Processing

Arshdeep Kaur,Sandeep kaur,Dilpreet kaur, Bhavya Sharma

419-423

63 Review : Artifical Intelligence and Machine Learning

Arshdeep Kaur,Mehak Mahajan,Pranshu Arora

424-428

64 Review and Analysis of Signature verification system Using Image Processing

Daljit kaur ,Sumit Chopra

429-431

65 Study of Various Bio-Inspired Algorithms in the Cloud Computing

Rajandeep Kaur, V.K.Banga

432-439

66 A Review on Design and Fabrication Of Organic Solar cell Using Nanoparticles

Sushmita Kamari,Rishika Sen,Cherry Bhargava

440-444

67 Comparison of the gain and Noise Figure of New Hybrid Technique EDFA-

SOA-EDFA and SOA-EDFA-SOA with the Existing TechniqueEDFA-RAMAN

Sehajpreet kaur,Atul Mahajan

445-450

chief editors · dr. amarpreet singh professor (cse) acetamritsar icdsml-2020 19th-20thmarch 2020...

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