| Description |
1 online resource (xxiii, 415 pages) : illustrations (some color) |
| Series |
Communications in Computer and Information Science ; 1240 |
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Communications in computer and information science ; 1240.
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| 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 |
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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 |
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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 |
| Summary |
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. The 79 full papers and 4 short papers were thoroughly reviewed and selected from 219 submissions. The papers are organized according to the following topical sections: data science and big data; image processing and computer vision; machine learning and computational intelligence; network and cyber security |
| Notes |
International conference proceedings |
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Includes author index |
| Subject |
Machine learning -- Congresses
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Image processing -- Digital techniques -- Congresses
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Computer networks -- Security measures -- Congresses
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Computer networking & communications.
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Image processing.
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Information technology: general issues.
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Artificial intelligence.
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Computers -- Online Services -- General.
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Computers -- Computer Graphics.
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Computers -- Data Processing.
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Computers -- Networking -- General.
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Computers -- Social Aspects -- Human-Computer Interaction.
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Computers -- Intelligence (AI) & Semantics.
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Computer networks -- Security measures
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Image processing -- Digital techniques
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Machine learning
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Bhattacharjee, Arup
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Borgohain, Samir Kr
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Soni, Badal
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Verma, Gyanendra
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Gao, Xiao-Zhi, 1972-
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| ISBN |
9789811563157 |
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9811563152 |
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