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  1. No Access

    Chapter and Conference Paper

    Fractal Features for Texture Analysıs

    This paper discusses the application of fractal geometry in image processing and texture analysis, specifically focusing on the computation of fractal dimension (FD). FD is a key feature that measures the leve...

    S. Vidivelli, S. Sathiya Devi, G. Parthasarathy in Data Science and Communication (2024)

  2. No Access

    Chapter and Conference Paper

    Microcalcification Detection Using Ensemble Classifier

    Breast cancer diagnosis and classification utilizing a CAD system with mammography pictures as input remains a difficult task in healthcare management systems. Microcalcification (MCs) is a microscopic deposit...

    S. Vidivelli, S. Sathiya Devi in Computational Intelligence (2023)

  3. No Access

    Article

    Healthcare Cramér Generative Adversarial Network (HCGAN)

    Medical data is shared with a wide range for various research purposes and an extensive amount of research has been developed in the data privacy community for anonymization. Unfortunately, Data anonymization ...

    R. Indhumathi, S. Sathiya Devi in Distributed and Parallel Databases (2022)

  4. No Access

    Chapter and Conference Paper

    Network Intrusion Detection Using Cross-Bagging-Based Stacking Model

    Network-based information transmission has brought huge convenience for users in terms of the ease of use. However, the increased transaction not only lures fraudsters but also makes attack detection with a co...

    S. Sathiya Devi, R. Rajakumar in Computer Networks, Big Data and IoT (2021)

  5. No Access

    Chapter and Conference Paper

    A Study on Privacy-Preserving Approaches in Online Social Network for Data Publishing

    Online Social Networks (OSNs) have become major platform for social interactions, sharing personal experiences and providing other services. OSN providers provide significant services to its user for free of c...

    S. Sathiya Devi, R. Indhumathi in Data Management, Analytics and Innovation (2019)

  6. No Access

    Chapter and Conference Paper

    Breast Region Extraction and Pectoral Removal by Pixel Constancy Constraint Approach in Mammograms

    Nowadays, the breast cancer can be detected early with automated Computer Aided Diagnosis (CAD) system the best available technique to assist radiologist. For develo** such an efficient computer-aided diagno...

    S. Vidivelli, S. Sathiya Devi in Computational Intelligence, Cyber Security… (2016)

  7. No Access

    Chapter and Conference Paper

    Shape Based Image Classification and Retrieval with Multiresolution Enhanced Orthogonal Polynomial Model

    This paper proposes a simple edge-based shape representation with multiresolution enhanced orthogonal polynomial model and morphological operations for effective classification and retrieval. The proposed met...

    S. Sathiya Devi, R. Krishnamoorthi in Computational Intelligence, Cyber Security… (2014)