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ICACDS 2021: Nashik, India
- Mayank Singh, Vipin Tyagi, P. K. Gupta, Jan Flusser, Tuncer I. Ören, V. R. Sonawane:

Advances in Computing and Data Sciences - 5th International Conference, ICACDS 2021, Nashik, India, April 23-24, 2021, Revised Selected Papers, Part I. Communications in Computer and Information Science 1440, Springer 2021, ISBN 978-3-030-81461-8 - Nitesh Chouhan, S. C. Jain:

An Energy-Efficient Hybrid Hierarchical Clustering Algorithm for Wireless Sensor Devices in IoT. 1-14 - Arun Sharma

, Deepa Paliwal:
Fund Utilization Under Parliament Local Development Scheme: Machine Learning Base Approach. 15-25 - Paramjeet Kaur

, Parma Nand:
Implementing Automatic Ontology Generation for the New Zealand Open Government Data: An Evaluative Approach. 26-36 - Sarishma

, Abhishek Gupta, Preeti Mishra
:
Blockchain Based Framework to Maintain Chain of Custody (CoC) in a Forensic Investigation. 37-46 - T. Suganya, V. Rajendran, P. Mangaiyarkarasi:

Parameters Extraction of the Double Diode Model for the Polycrystalline Silicon Solar Cells. 47-55 - Archan Ghosh

, Kalporoop Goswami
, Riju Chatterjee
, Paramita Sarkar
:
A Light SRGAN for Up-Scaling of Low Resolution and High Latency Images. 56-67 - Shalini Subramani

, Munuswamy Selvi, S. V. N. Santhosh Kumar, Arputharaj Kannan:
Energy Efficient Clustering Routing Protocol and ACO Algorithm in WSN. 68-80 - Vidya Zope

, Nikhil Joshi, Srivatsan Iyengar, Krish Mahadevan, Meher Singh:
Efficient Social Distancing Detection Using Object Detection and Triangle Similarity. 81-89 - Kounteyo Roy Chowdhury, Arpan Sil, Sharvari Rahul Shukla

:
Explaining a Black-Box Sentiment Analysis Model with Local Interpretable Model Diagnostics Explanation (LIME). 90-101 - Kavita T. Patil

, Ram P. Bhavsar, B. V. Pawar:
Spelling Checking and Error Corrector System for Marathi Language Text Using Minimum Edit Distance Algorithm. 102-111 - Jayashree Nair

, L. S. Aiswarya, P. R. Sruthy:
A Study on Morphological Analyser for Indian Languages: A Literature Perspective. 112-123 - Yuvraj Anil Jadhav, Sakshi Jitendra Jain, Bhushan Sanjay More, Mayur Sunil Jadhav, Bhushan Chaudhari

:
Cyber Safety Against Social Media Abusing. 124-136 - Hussain Ahmed Choudhury

:
Predictive Rood Pattern Search for Efficient Video Compression. 137-150 - Sharath Sunil, P. Sonu, S. Sarath, R. Rahul Nath, Vivek Viswan:

An Effective Approach for Classifying Acute Lymphoblastic Leukemia Using Hybrid Hierarchical Classifiers. 151-161 - Vasavi Agarwal, Ridhi Sipani, P. Saranya:

Abnormal Blood Vessels Segmentation for Proliferative Diabetic Retinopathy Screening Using Convolutional Neural Network. 162-170 - Nisheel Saseendran, C. Sneha:

Predictive Programmatic Classification Model to Improve Ad-Campaign Click Through Rate. 171-180 - Jacob John, Mariam Varkey, Munuswamy Selvi:

Live Stream Processing Techniques to Assist Unmanned, Regulated Railway Crossings. 181-192 - Nilima Mohite, Manisha Patil, Anil Gonde, Laxman M. Waghmare:

Most Significant Bit-Plane Based Local Ternary Pattern for Biomedical Image Retrieval. 193-203 - Arush Jain, Mani Sachdeva, Paramita De:

Facial Monitoring Using Gradient Based Approach. 204-213 - Rupali Tajanpure, Akkalakshmi Muddana

:
Overlapped Circular Convolution Based Feature Extraction Algorithm for Classification of High Dimensional Datasets. 214-223 - Manthan Patel, P. P. Amritha:

Binary Decision Tree Based Packet Queuing Schema for Next Generation Firewall. 224-233 - Shambhavi Shete, Saurabh Deshmukh:

Automatic Tabla Stroke Source Separation Using Machine Learning. 234-243 - Md. Musa, Md. Shohel Arman, Md. Ekram Hossain, Ashraful Hossen Thusar, Nahid Kawsar Nisat, Arni Islam:

Classification of Immunity Booster Medicinal Plants Using CNN: A Deep Learning Approach. 244-254 - Navoneel Chakrabarty:

Machine Learning Model Interpretability in NLP and Computer Vision Applications. 255-267 - Lokesh Kumar Yadav

, Mitresh Kumar Verma
, Puneet Joshi:
Optimal Sizing and Siting of Multiple Dispersed Generation System Using Metaheuristic Algorithm. 268-278 - Santosh K. Smmarwar

, Govind P. Gupta, Sanjay Kumar
:
Design of a Fused Triple Convolutional Neural Network for Malware Detection: A Visual Classification Approach. 279-289 - Pradeep Kumar, Niraj Singhal, Mohammad Asim, Ajay Kumar

, Mahboob Alam:
Mobile Agent Security Using Lagrange Interpolation with Multilayer Perception Neural Network. 290-302 - Mrinmayi Patil, Sanjay Pawar, Zia Saquib:

Performance Analysis of Channel Coding Techniques for 5G Networks. 303-316 - Yakub Kayode Saheed

, Olumide Longe, Usman Ahmad Baba, Sandip Rakshit, Narasimha Rao Vajjhala
:
An Ensemble Learning Approach for Software Defect Prediction in Developing Quality Software Product. 317-326 - Dipak Dabhi

, Devendra V. Thakor:
A Study on Energy-Aware Virtual Machine Consolidation Policies in Cloud Data Centers Using Cloudsim Toolkit. 327-337 - Md. Sabab Zulfiker

, Nasrin Kabir, Al Amin Biswas
, Partha Chakraborty
:
Predicting Insomnia Using Multilayer Stacked Ensemble Model. 338-350 - Righa Tandon

, P. K. Gupta
:
A Novel Encryption Scheme Based on Fully Homomorphic Encryption and RR-AES Along with Privacy Preservation for Vehicular Networks. 351-360 - Vanaja Shivakumar:

Key-Based Decoding for Coded Modulation Schemes in the Presence of ISI. 361-372 - Ali Al-Taei

, Mohammed Fadhil-Ibrahim
, Nada Jasim Habeeb:
Optimizing the Performance of KNN Classifier for Human Activity Recognition. 373-385 - Farah Jawad Al-Ghanim, Ali Mohsin Al-Juboori:

Face Recognition with Disguise and Makeup Variations Using Image Processing and Machine Learning. 386-400 - A. Mary Dayana

, W. R. Sam Emmanuel:
Attention-Based Deep Fusion Network for Retinal Lesion Segmentation in Fundus Image. 401-409 - Satbir Singh, Asifa Mehraj Baba, Md. Imtiyaz Anwar, Ayaz Hussain Moon, Arun Khosla:

Visibility Improvement in Hazy Conditions via a Deep Learning Based Image Fusion Approach. 410-419 - Sameer Pawanekar, Geetanjali Udgirkar:

Performance of Reinforcement Learning Simulation: x86 v/s ARM. 420-430 - J. Vijaya, Hussian Syed:

A Performance Study of Probabilistic Possibilistic Fuzzy C-Means Clustering Algorithm. 431-442 - Ajil D. S. Vins

, W. R. Sam Emmanuel:
Optimized Random Forest Algorithm with Parameter Tuning for Predicting Heart Disease. 443-451 - Harsha Herle, K. V. Padmaja:

Machine Learning Based Techniques for Detection of Renal Calculi in Ultrasound Images. 452-462 - Josephina Paul, B. Uma Shankar, Balaram Bhattacharyya, Alak Kumar Datta:

Unsupervised Change Detection in Remote Sensing Images Using CNN Based Transfer Learning. 463-474 - Shamika Ganesan, S. Sachin Kumar, K. P. Soman:

Biological Sequence Embedding Based Classification for MERS and SARS. 475-487 - Ujwala Musku, Prakhar Yadav:

Supply Path Optimization in Video Advertising Landscape. 488-499 - V. S. Suryaa

, Z. Sayf Hussain
:
Stack-Based CNN Approach to Covid-19 Detection. 500-511 - Mansi Mahendru, Sanjay Kumar Dubey

:
Performance Analysis of Various Classifiers for Social Intimidating Activities Detection. 512-527 - Santosh P. Jadhav

, Georgi R. Balabanov, Vladimir Poulkov:
Technique for Enhancing the Efficiency and Security of Lightweight IoT Devices. 528-537 - R. Sai Kesav, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman:

Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram. 538-549 - K. S. Anusha, R. Ramanathan

, M. Jayakumar:
Performance Analysis of Machine Learning Techniques in Device Free Localization in Indoor Environment. 550-560 - Subhash Chandra Gupta

, Mohammad Amjad:
D-Leach: An Energy Optimized Deterministic Sub-clustering and Multi-hop Routing Protocol for Wireless Sensor Networks. 561-570 - Kapil Jain, Parmalik Kumar:

Robust Image Watermarking Using Support Vector Machine and Multi-objective Particle Swarm Optimization. 571-591 - Rishikesh Chaurasiya, Divya Jain:

Generalized Intuitionistic Fuzzy Entropy on IF-MARCOS Technique in Multi-criteria Decision Making. 592-603 - Nebojsa Bacanin

, Aleksandar Petrovic
, Miodrag Zivkovic
, Timea Bezdan
, Milos Antonijevic
:
Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics. 604-616 - Srikantaiah K. C, Meenaxi M. Sanadi:

Rainfall Prediction Using Logistic Regression and Support Vector Regression Algorithms. 617-626 - Gopal Behera

, Neeta Nain:
Collaborative Recommender System (CRS) Using Optimized SGD - ALS. 627-637 - R. Madhavan, Utkarsh, J. V. Vidhya:

Violence Detection from CCTV Footage Using Optical Flow and Deep Learning in Inconsistent Weather and Lighting Conditions. 638-647 - Shakti Swaroop Patneedi, Nandini Kumari

:
Speech Based Multiple Emotion Classification Model Using Deep Learning. 648-659 - Vimal Kumar Dwivedi

, Alex Norta
:
A Legal-Relationship Establishment in Smart Contracts: Ontological Semantics for Programming-Language Development. 660-676 - Alka Londhe

, P. V. R. D. Prasada Rao:
Aspect Based Sentiment Analysis - An Incremental Model Learning Approach Using LSTM-RNN. 677-689 - Md. Zia Ur Rahman

, Annabathuni Chandra Haneesh
, Bhimireddy Shanmukha Sai Reddy
, Sala Surekha
, Srinivasareddy Putluri
:
Cloud Based Exon Prediction Using Maximum Error Normalized Logarithmic Algorithms. 690-700 - Vidit Kumar

, Vikas Tripathi
, Bhaskar Pant:
Unsupervised Learning of Visual Representations via Rotation and Future Frame Prediction for Video Retrieval. 701-710 - Geetansh Saxena, Girish Mishra, Noopur Shrotriya:

Application of Deep Learning in Classification of Encrypted Images. 711-719 - K. R. Resmi

, G. Raju
:
Ear Recognition Using Pretrained Convolutional Neural Networks. 720-728 - Pankaj Sharma

, P. K. Gupta
:
An Adaptive Service Placement Framework in Fog Computing Environment. 729-738 - Garima Jaiswal

, Arun Sharma
, Sumit Kumar Yadav:
Efficient Ink Mismatch Detection Using Supervised Approach. 739-746

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