5 papers
Segmentation-free Connectionist Temporal Classification loss based OCR Model for Text Captcha Classification
Vaibhav Khatavkar, Makarand Velankar, Sneha Petkar
Captcha are widely used to secure systems from automatic responses by distinguishing computer responses from human responses. Text, audio, video, picture picture-based Optical Char…
Researchers eye-view of sarcasm detection in social media textual content
Swapnil Mane, Vaibhav Khatavkar
The enormous use of sarcastic text in all forms of communication in social media will have a physiological effect on target users. Each user has a different approach to misusing an…
Thematic context vector association based on event uncertainty for Twitter
Vaibhav Khatavkar, Swapnil Mane, Parag Kulkarni
Keyword extraction is a crucial process in text mining. The extraction of keywords with respective contextual events in Twitter data is a big challenge. The challenging issues are…
Effective Feature Extraction for Intrusion Detection System using Non-negative Matrix Factorization and Univariate analysis
Swapnil Mane, Vaibhav Khatavkar, Niranjan Gijare +1
An Intrusion detection system (IDS) is essential for avoiding malicious activity. Mostly, IDS will be improved by machine learning approaches, but the model efficiency is degrading…
CascadeNS: Confidence-Cascaded Neurosymbolic Model for Sarcasm Detection
Swapnil Mane, Vaibhav Khatavkar
Sarcasm detection in product reviews requires balancing domain-specific symbolic pattern recognition with deep semantic understanding. Symbolic representations capture explicit lin…