| Vol-3283 urn:nbn:de:0074-3283-1 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 2022
Advances in Computational Intelligence, its Concepts & Applications (ACI 2022)

### Proceedings of the Workshop on Advances in Computational Intelligence, its Concepts & Applications (ACI 2022)
co-located with International Semantic Intelligence Conference (ISIC 2022)

### Georgia Southern University, Savannah, United States, May 17-19, 2022.

Edited by

### Sarika Jain *
Sven Groppe **
Nandana Mihindukulasooriya ***

* National Institute of Technology Kurukshetra, Haryana, India
** University of Lübeck, Germany
*** IBM Research, Dublin, Ireland

## Table of Contents

Summary: The workshop on Advances in Computational Intelligence has been introduced in 2021 as a special session under the umbrella of the International Semantic Intelligence Conference. ACI 2022 is Online in mode. The review and selection process has ensured that only high quality manuscripts in the area of the conference are accepted for final publication. We are glad to share that we received a total number of 78 submissions with 38 papers finding their place in the final proceedings.

- Web Benefit Utilizations with K-means Clustering Approach for Efficient Clustering 01-10
  Priya Pandharbale, Sasmita Choudhury, Sachi Nandan Mohanty, Alok Kumar Jagadev
- Explainable AI Framework for Multi-label Classification using Supervised Machine Learning Models 10-22
  Siddarth Singaravel, Dibyanshu Jaiswal, Jay Daftari, Shridevi.S
- Measuring of Similarity between Pair of Words Using Word Net 23-31
  Atul Gupta, Kalpana Sharma, Krishan Kumar Goyal
- Microcontroller based Electronic Queue Control System 32-39
  Gummadi Lahari, Muske Vamshi Krishna, J. Swetha Priyanka
- Sunrise Based Alarm Clock 40-48
  Shruti Khatri, Shubham Verma, Satnam Singh, Mandeep Kaur
- Intelligent Recognition of Characters from Ancient Manuscripts-A Review 49-54
  Ketki R. Ingole, Pritish Tijare
- Corn Leaf Disease Identification with Improved Accuracy 55-60
  Prateek Srivastava
- A Survey on Soybean Seed Varieties and Defects Identification Using Image Processing 61-69
  Amar V. Sable, Parminder Singh, Jatinder Singh, Mustapha Hedabou
- Formal Model of Crash Tolerant Moving Sequencer Atomic Broadcast (UUB Based) 70-77
  Prateek Srivastava
- Student Attendance System Based on Face Recognition and Machine Learning 78-85
  Praveen Kumar Sah, Mamata Garanayak, Sujata Chakravarty, Bijay Paikaray, Rakesh Sharma, Suneeta Satpathy
- Aerial Surveillance Quadcopter 86-95
  Shadaj Tiwari, Shivangi Aggarwal, Satyam Kaushik, Saumya Gupta,
- Artificial Intelligence in Decision Making System 96-107
  Saswati Chatterjee, Suneeta Satpathy
- Forecasting of Fruits Stock Life using CNN-based Deep Learning Techniques: A Comprehensive Study 108-123
  Neha Gautam, Nisha Chaurasia
- Digital Image Processing Application in Agriculture (Pest Detection) – A Review 124-134
  Neha Gautam, Nisha Chaurasia, Kunwar Pal
- Evolution of Smart Home Energy Management System Using Internet of Things and Machine Learning Algorithms 135-151
  Tarana Singh, Arun Solanki, Sanjay Kumar Sharma
- Detection of Rank, Sybil and Wormhole Attacks on RPL Based Network Using Trust Mechanism 152-162
  Anup W. Burange, V. M. Deshmukh
- Stock Market Prediction Using Machine Learning Techniques 163-171
  Jagruti Hota, Sujata Chakravarty, Bijay Paikaray, Harshvardhan Bhoyar
- Flight Price Prediction Using Machine Learning 172-178
  Ankita Panigrahi, Rakesh Sharma, Sujata Chakravarty, Bijay Paikaray, Harshvardhan Bhoyar
- Comparative Study of various Cloud Algorithms using Edge Cloud SIM 179-187
  Ishita Arora, S. Beski Prabaharan
- Modified SIMON Approach towards Lightweight Cryptography Scheme for Multi Data Key Pair Combination 188-196
  Aniket Kadukar, Urvashi Bansal
- Hybrid Optimization Method for WSN Data Collection using Mobile Sink based on TSP Approach 197-202
  Vishnuvarthan Rajagopal, Bhanumathi Velusamy
- An Approach for Handwritten Recognition Using Bayesian Network 203-209
  Rohini A, Richa Choudhary, Tanupriya Choudhury, Sachi Nandan Mohanty, Hitesh Kumar Sharma
- Machine Learning based model for Loan Amount Prediction and Distribution 210-219
  Hitesh Kumar Sharma, Tanupriya Choudhury, Prashant Ahlawat, Sachi Nandan Mohanty, Sarika Jain
- Deep Learning based Approach for Photographs and Painting Classification using CNN Model 220-226
  Hitesh Kumar Sharma, Tanupriya Choudhury, Sachi Nandan Mohanty, Shrabanee Swagatika, Satabdi Swain
- Deep Learning based Approach for Land Surface Identification 227-236
  Hitesh Kumar Sharma, Tanupriya Choudhury, Sachi Nandan Mohanty, G R Anil, Rohini A
- A Systematic Literature Review on Test Case Minimization 237-247
  Soumili Chandra, Ritwik Dalmia, Sudhir Kumar Mohapatra, Srinivas Prasad, Mesfin Abebe Haile
- Detection of Aircrafts Using RCNN in Remote Sensing Images 248-257
  Bhavani Sankar Panda, Kakita Murali Gopal, Rabinarayan Satpathy
- A Critical Analysis on Load Balancing Algorithms in Cloud Environment 258-264
  Santosh Kumar Paul, Sunil Kumar Dhal
- Artificial Intelligence Technologies: Applications, Threats, and Future Opportunities 265-273
  Ayodeji Olalekan Salau, Wubetu Barud Demilie, Adedeji Tomide Akindadelo, Joy Nnenna Eneh
- Gold Price Prediction using Machine Learning Techniques 274-281
  Nandini Tripurana, Binodini Kar, Sujata Chakravarty, Bijay Paikaray, Suneeta Satpathy
- Automatic Caption Generation from Image: A Comprehensive Survey 282-293
  Yugandhara A. Thakare, K. H. Walse
- Tomato Leaf Disease Detection using Machine Learning 294-299
  Rakesh Sharma, Ankita Panigrahi, Mamata Garanayak, Sujata Chakravarty, Bijay Paikaray, Lalmohan Pattanaik
- An Intelligent Business Automation with Conversational Web Based Build Operate Transfer (BOT) 300-306
  Aryan Bajaj, Preethi N.
- Rainfall Prediction using Machine Learning Technology 307-315
  R S M Lakshmi, Lavanya Aienala, Hema Reddy Alla
- Investigating the Similarity of Court Decisions 316-326
  Sarika Jain, Deepak Jaglan, Kapil Gupta
- Analysis of Knowledge Distillation on Image Captioning Models 327-335
  Srivatsan S, Shridevi S
- A Novel Trio-Hybrid for Detecting Fraudulent Credit Card Transactions 336-352
  Sarika Jain, Atef Shalan, Shripriya Dubey, Namrata Tiwari, Yashvi Jain
- Smart Tour Guide in Makkah City based on Image Recognition 353-360
  Amany Al Luhaybi, Safaa Alraddadi, Salha Al Shaeri, Aisha Al Shaeri, Alyah Al Harbi, Bashayir Al Harbi, Khadija Mohammed

2022-11-10: submitted by Sarika Jain, metadata incl. bibliographic data published under Creative Commons CC0
2022-11-22: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|