Machine learning, image processing, network security and data sciences : second International Conference, MIND 2020, Silchar, India, July 30-31, 2020, Proceedings. Part I

Machine learning, image processing, network security and data sciences : Part I / second International Conference, MIND 2020, Silchar, India, July 30-31, 2020, Proceedings. Arup Bhattacharjee, Samir Kr. Borgohain, Badal Soni, Gyanendra Verma, Xiao-Zhi Gao (eds.).

This two-volume set (CCIS 1240-1241) constitutes the refereed proceedings of the Second International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND 2020, held in Silchar, India. Due to the COVID-19 pandemic the conference has been postponed to July 2020....

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Bibliographic Details
Corporate Author: International Conference on Machine Learning, Image Processing, Network Security and Data Sciences Silchar, India
Other Authors: Bhattacharjee, Arup, Borgohain, Samir Kr, Soni, Badal, Verma, Gyanendra, Gao, Xiao-Zhi, 1972-
Format: eBook
Language:English
Published: Singapore : Springer, 2020.
Series:Communications in computer and information science ; 1240.
Subjects:
Machine learning > Congresses.
Image processing > Digital techniques > Congresses.
Computer networks > Security measures > Congresses.
Computer networking & communications.
Image processing.
Information technology: general issues.
Artificial intelligence.
Computers > Online Services > General.
Computers > Computer Graphics.
Computers > Data Processing.
Computers > Networking > General.
Computers > Social Aspects > Human-Computer Interaction.
Computers > Intelligence (AI) & Semantics.
Computer networks > Security measures
Image processing > Digital techniques
Machine learning
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Online Access:Click for online access
Table of Contents:
  • Placing query term proximity in search context / Tirthankar Barik, Vikram Singh
  • Identifying fake profile in online social network : an overview and survey / Shruti Joshi, Himanshi Gupta Nagariya, Neha Dhanotiya, Sarika Jain
  • An efficient graph based trust-aware recommendation system / Gaurav Mishra, Sumit Kumar, Rahul Gupta, Sraban Kumar Mohanty
  • Permission based access control for healthcare systems / Shaswata Saha, Sarmistha Neogy
  • 5W1H-based semantic segmentation of tweets for event detection using BERT / Kunal Chakma, Steve Durairaj Swamy, Amitava Das, Swapan Debbarma
  • Sarcasm detection in tweets as contrast sentiment in words using machine learning and deep learning approaches / Chandra Prakash Singh Snegar, S. Jaya Nirmala
  • Personal health train on FHIR : a privacy preserving federated approach for anaylzing FAIR data in healthcare / Ananya CHoudhury, Johan van Soest, Stuti Nayak, Andre Dekker
  • Analyzing the linguistic structure of questions to make unanswered questions answered / Shashank Bhatt, Tapas Kumar Mishra
  • Applicability of structured and unstructured communication techniques in emergency environment / Vipin Kumar Pandey, Diwakar Deep Tirkey, Mubassir Rahman, Suddhasil De
  • Effect of filtering in big data analytics for load forecasting in smart grid / Sneha Rai, Mala De
  • Distance invariant RGB-D object recognition using DSMS system / Rahul Patekar, Abhijeet Nandedkar
  • Single look SAR image segmentation using local entropy, median low-pass fitler and fuzzy inference system / R. Lachhanhima, Debdatta Kandar, R. Chawngsangpuii
  • An edge detection and sliding window based approacht o improve object localization in YOLOv3 / Shaji Thorn Blue, M. Brindha
  • Automatic detection of pneumonia from chest X-rays using deep learning / Mriganka Nath, Chandrajit Choudhury
  • An improved accuracy rate in microaneurysms detection in retinal fundus images using non-local mean filter / N. Jagan Mohan, R. Murugan, Tripti Goel, Parthapratim Roy
  • Emotion recognition from periocular features / Ekanshi Agrawal, Jabez Christopher
  • A comparative study of computation intelligence for identification of breast cancer / Divyue Sharma, Parva Jain, Dilip Kumar Choubey
  • Segmentation of blood vessels from fundus image using scaled grid / Raja Suvra Nandy, Rohit Kamal Chatterjee, Abhishek Das
  • Head post estimation of face : angle of roll, yaw, and pitch of the face image / Jitendra Madarkar, Poonam Sharma
  • Enhancing and classifying traffic signs using computer vision and deep convolutional neural network / Satish Kumar Satti, K. Suganya Devi, Prasenjit Dhar, P. Srinivasan
  • Diabetic retinopathy detection on retinal fundus images using convolutional neural network / Adarsh Pradhan, Bhaskarjyoti Sarma, Rahul Kumar Nath, Ajay Das, Anirudha Chakraborty
  • Medical image fusion based on deep decomposition and sparse representation / K. Vanitha, D. Satyanarayana, M.N. Giri Prasad
  • Rice plant disease detection and classification using deep residual learning / Sanjay Patidar, Aditya Pandey, Bub Aditya Shirish, A. Sriram
  • Flood detection using multispectral images and SAR data / Tanmay Bhadra, Avinash Chouhan, Dibyajyoti Chutia, Alexy Bhowmick, P.L.N. Raju
  • Handwritten charcter recognition using KNN and SVM based classifier over feature vector from autoencoder / Dibyakanti Mahapatra, Chandrajit Choudhury, Ram Kumar Karsh
  • A ConvNet based procedure for image copy-move forgery detectino / Ayush Kumar, Badal Soni
  • A novel invisible watermarking approach for double authentication of image content / R. Vidhya, M. Brindha
  • Remote sensing signature classification of agriculture detection using deep convolution network models / G. Rohith, Lakshmi Sutha Kumar
  • Buddhist Hasta Mudra recognition using morphological features / Gopa Bhaumik, Mahesh Chandra Govil
  • Image compression using deep learning based multi-structure feature map and K-means clustering / Gyanendra Verma, Anant Kumar
  • Building detection from satellite aerial images using morphological operations / Gunjan Paul Saravanan Chandran, Jose Hormese
  • Performance analysis of feature detection and description (FDD) methods on accident images / P. Joyce Beryl Princess, Salaja Silas, Elijah Blessing Rajsingh
  • Image authentication using tensor decomposition and local features with geometric correction / Madhumita Paul, Ram Kumar Karsh, F.A. Talukdar.

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