Proceedings of International Conference on Frontiers in Computing and Systems COMSYS 2020 1st edition by Debotosh Bhattacharjee, Dipak Kumar Kole, Nilanjan Dey, Subhadip Basu, Dariusz Plewczynski 9811578346 9789811578335

Proceedings of International Conference on Frontiers in Computing and Systems COMSYS 2020 1st edition by Debotosh Bhattacharjee, Dipak Kumar Kole, Nilanjan Dey, Subhadip Basu, Dariusz Plewczynski – Ebook PDF Instant Download/DeliveryISBN:  9811578346, 9789811578335 

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ISBN-10 :  9811578346 

ISBN-13 :  9789811578335

Author:  Debotosh Bhattacharjee, Dipak Kumar Kole, Nilanjan Dey, Subhadip Basu, Dariusz Plewczynski 

This book gathers outstanding research papers presented at the International Conference on Frontiers in Computing and Systems (COMSYS 2020), held on January 13–15, 2019 at Jalpaiguri Government Engineering College, West Bengal, India and jointly organized by the Department of Computer Science & Engineering and Department of Electronics & Communication Engineering. The book presents the latest research and results in various fields of machine learning, computational intelligence, VLSI, networks and systems, computational biology, and security, making it a rich source of reference material for academia and industry alike.

Proceedings of International Conference on Frontiers in Computing and Systems COMSYS 2020 1st Table of contents:

1. Implementation of Real-Time Virtual Dressing Room Using Microsoft Kinect SDK and Supervised Learning
2. Multiple Radar Data Fusion to Improve the Accuracy in Position Measurement Based on K-Means Algorithm
3. A Brief Survey of Steganographic Methods for ECG Signal
4. Spectral–Spatial Active Learning in Hyperspectral Image Classification Using Threshold-Free Attribute Profile
5. A Fuzzy Logic-Based Crop Recommendation System
6. Community Detection and Design of Recommendation System Based on Criminal Incidents
7. Personalized Word Recommendation System Using Sentiment Analysis
8. Simulative Performance Analysis of All Optical Universal Logic TAND Gate Using Reflective Semiconductor Optical Amplifier (RSOA)
9. Development of a Publicly Available Terahertz Video Dataset and a Software Platform for Experimenting with the Intelligent Terahertz Visual Surveillance
10. Identification of Plant Species Using Deep Learning
11. A Hybrid Approach for Segmenting Grey and White Matter from Brain Magnetic Resonance Imaging (MRI)
12. Retinal Vessel Segmentation Using Unsharp Masking and Otsu Thresholding
13. Region Growing-Based Scheme for Extraction of Text from Scene Images
14. An Automated Reflector Based Traffic Signal System
15. A Novel Sentence Scoring Method for Extractive Text Summarization
16. A Novel Approach for Face Recognition Using Modular PCA and MAP–MRF Classifier
17. A “Bright-on-Dark, Dark-on-Bright” Approach to Multi-lingual Scene Text Detection
18. Pig Breed Detection Using Faster R-CNN
19. Black Bengal Goat Identification Using Iris Images
20. Component-level Script Classification Benchmark with CNN on AUTNT Dataset
21. Analysis of Diabetic Retinopathy Abnormalities Detection Techniques
22. Supervised Change Detection Technique on Remote Sensing Images Using F-Distribution and MRF Model
23. A New Technique for Estimating Fractal Dimension of Color Images
24. Deep Neural Network for Multivariate Time-Series Forecasting
25. Study on Information Diffusion in Online Social Network
26. A Multi-layer Content Filtration of Textual Data for Periodic Report Generation in Post-disaster Scenario
27. Categorization of Videos Based on Text Using Multinomial Naïve Bayes Classifier
28. Improved Multi-scale Opening Algorithm Using Fuzzy Distance Transform Based Geodesic Path Propagation
29. Voice-Based Railway Station Identification Using LSTM Approach
30. Voting in Watts-Strogatz Small-World Network
31. Transfer Learning in Skin Lesion Classification
32. Knowledge-Based Expert System for Diagnosis of Agricultural Crops
33. An Effective Hybrid Statistical and Learning Based Approach to Confined Domain of a Web Document from Corpus
34. Face Recognition Using Siamese Network
35. Contrast Enhancement Algorithm Using Definite Integration Mathematical Method Trapezoidal Rule
36. Self Organizing Map-Based Strategic Placement and Task Assignment for a Multi-agent System
37. Classification of Indian Languages Through Audio
38. Neural Dynamics-based Complete Coverage of Grid Environment by Mobile Robots
39. Solving Student Project Allocation with Preference Through Weights
40. Computational Biology Track
41. Deep Learning-Based Automated Detection of Age-Related Macular Degeneration from Retinal Fundus Images
42. An Artificial Bee Colony Inspired Density-Based Approach for Clustering with New Index Measure
43. An Investigation of Accelerometer Signals in the 0.5–4 Hz Range in Parkinson’s Disease and Essential Tremor Patients
44. Simulation of Action Potential Duration and Its Dependence on [K]O and [Na]I in the Luo-Rudy Phase I Model
45. Automated Classification and Detection of Malaria Cell Using Computer Vision
46. A Novel Approach to 3D Face Registration for Biometric Analysis Using RCompute_ICP
47. Sequence Characterization of Glutamate Receptor Genes of Rat (Vertebrate) and Arabidopsis Thaliana (Plant)
48. The Estimation of Inter-Channel Phase Synchronization of EEG Signals in Patients with Traumatic Brain Injury Before and Post the Rehabilitation
49. Identification of Differentially Expressed Genes Using Deep Learning in Bioinformatics
50. An Efficient Region of Interest Detection and Segmentation in MRI Images Using Optimal ANFIS Network
51. Follicle Segmentation Using K-Means Clustering from Ultrasound Image of Ovary
52. Follicle Segmentation from Ovarian USG Image Using Horizontal Window Filtering and Filled Convex Hull Technique
53. Evolution of E-Sensing Technology
54. Extraction of Leaf-Vein Parameters and Classification of Plants Using Machine Learning
55. Individual Pig Recognition Based on Ear Images
56. Analysis of Large-Scale Human Protein Sequences Using an Efficient Spark-Based DBSCAN Algorithm
57. Biomolecular Clusters Identification in Linear Time Complexity for Biological Networks

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