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Computational Intelligence in Data Science
Aravindan Chandrabose, Ulrich Furbach, Ashish Ghosh, Anand Kumar M.
Front Matter

Computational Intelligence for Text Analysis


Emotion Recognition in Sentences - A Recurrent Neural Network Approach
N. Kumar, Mahathi Amencherla, Manu Vimal
3-15
Context Aware Contrastive Opinion Summarization
S. Lavanya, B. Parvathavarthini
16-29
Tamil Paraphrase Detection Using Encoder-Decoder Neural Networks
B. Senthil Kumar, D. Thenmozhi, S. Kayalvizhi
30-42
Trustworthy User Recommendation Using Boosted Vector Similarity Measure
Dhanalakshmi Teekaraman, Sendhilkumar Selvaraju, Mahalakshmi Guruvayur Suryanarayanan
43-58
Sensitive Keyword Extraction Based on Cyber Keywords and LDA in Twitter to Avoid Regrets
R. Geetha, S. Karthika
59-70
Sentiment Analysis of Bengali Tweets Using Deep Learning
Kamal Sarkar
71-84
Social Media Veracity Detection System Using Calibrate Classifier
P. Suthanthiradevi, S. Karthika
85-98
A Thesaurus Based Semantic Relation Extraction for Agricultural Corpora
R. Srinivasan, C. Subalalitha
99-111
Irony Detection in Bengali Tweets: A New Dataset, Experimentation and Results
Adhiraj Ghosh, Kamal Sarkar
112-127

Computational Intelligence for Image and Video Analysis


Bat Algorithm with CNN Parameter Tuning for Lung Nodule False Positive Reduction
R. Rajalaxmi, K. Sruthi, S. Santhoshkumar
131-142
A Secure Blind Watermarking Scheme Using Wavelets, Arnold Transform and QR Decomposition
Ayesha Shaik
143-156
Role of Distance Measures in Approximate String Matching Algorithms for Face Recognition System
B. Krishnaveni, S. Sridhar
157-169
Detection of Human Faces in Video Sequences Using Mean of GLBP Signatures
S. Selvi, P. Ithaya Rani, S. Muhil Pradahnji
170-184
Malware Family Classification Model Using User Defined Features and Representation Learning
T. Gayathri, M. Vijaya
185-195
Fabric Defect Detection Using YOLOv2 and YOLO v3 Tiny
R. Sujee, D. Shanthosh, L. Sudharsun
196-204
Automatic Questionnaire and Interactive Session Generation from Videos
V. Skanda, Rachana Jayaram, Viraj Bukitagar, N. Kumar
205-212
Effective Emotion Recognition from Partially Occluded Facial Images Using Deep Learning
Smitha Engoor, Sendhilkumar Selvaraju, Hepsibah Christopher, Mahalakshmi Guruvayur Suryanarayanan, Bhuvaneshwari Ranganathan
213-221
Driveable Area Detection Using Semantic Segmentation Deep Neural Network
P. Subhasree, P. Karthikeyan, R. Senthilnathan
222-230

Data Science


WS-SM: Web Services - Secured Messaging Framework with Pluggable APIs
Kanchana Rajaram, Chitra Babu
233-247
Online Product Recommendation System Using Multi Scenario Demographic Hybrid (MDH) Approach
R. Karthik, Sannasi Ganapathy
248-260
Simulation of Path Planning Algorithms Using Commercially Available Road Datasets with Multi-modal Sensory Data
R. Senthilnathan, Arjun Venugopal, K. Vishnu
261-275
Implementation of Blockchain-Based Blood Donation Framework
Sivakamy Lakshminarayanan, P. Kumar, N. Dhanya
276-290
IoT Based Crop-Field Monitoring and Precise Irrigation System Using Crop Water Requirement
Kanchana Rajaram, R. Sundareswaran
291-304
A Machine Learning Study of Comorbidity of Dyslexia and Attention Deficiency Hyperactivity Disorder
Junaita Davakumar, Arul Siromoney
305-311
Program Synthesis: Synthesizing Operators for Integer Manipulation
Jayasurya Seenuvasan, Shalini Prasad, N. Kumar
312-319
Location Based Recommender Systems (LBRS) – A Review
R. Sujithra @ Kanmani, B. Surendiran
320-328

 


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