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  1. No Access

    Chapter and Conference Paper

    FNAB-Based Prediction of Breast Cancer Category Using Evolutionary Programming Neural Ensemble

    The process of diagnosis and survival rate along with endurance period is greatly decided by the type of cancer and the current existing stage of cancer disease. The information that is accurate could provide ...

    Vijaylaxmi Inamdar, S. G. Shaila in Computational Vision and Bio-Inspired Comp… (2021)

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    Chapter and Conference Paper

    An Efficient Framework to Bifurcate Healthy and Diseased Vegeatables and Fruits Using Multimodal Approach

    The importance of agriculture is known to mankind at the start of early human civilization, whereby farming and use of domestic animals created food supplies to people which helped cities to develop. Due to im...

    T. M. Rajesh, S. G. Shaila, Lavanya B. Koppal in Data Engineering and Intelligent Computing (2021)

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    Chapter and Conference Paper

    Polarity Classification of Sarcastic Sentence Patterns Based on N-Gram Technique for Twitter Dataset

    At present, Micro-blogging has enhanced an integral part of modern life, allowing individuals and organizations to communicate their thoughts and opinions in a variety of ways. Due to the rise of social media ...

    S. G. Shaila, M. S. M. Prasanna, Shazia in Data Engineering and Intelligent Computing (2022)

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    Chapter and Conference Paper

    Analysis and Prediction of Breast Cancer using Multi-model Classification Approach

    Nowadays, cancer is the most recurrent illness among living kind. Breast cancer among women between the age group of 30–50 has increased significantly. Early diagnosis can improve the chance of endurance and g...

    S. G. Shaila, I. VijayaLaxmi, T. M. Rajesh in Data Engineering and Intelligent Computing (2022)

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    Chapter and Conference Paper

    Review on Sentiment Analysis and Polarity Classification of Sarcastic Sentences using Deep Learning in Social Media

    With the high proliferation of social media into people’s daily life and existence, more and more users of such social media platforms are using these to express their opinions. This has given rise to the need...

    Amit Kumar Bhadra, S. G. Shaila, M. K. Banga in Data Engineering and Intelligent Computing (2022)

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    Chapter and Conference Paper

    Sarcastic Sentiment Detection and Polarity Classification of Tweets Using Supervised Learning

    Nowadays, due to the rapid growth in web technologies and internet usage, there is an enormous amount of data available in WWW and also growing progressively. The data includes online learning, exchanging idea...

    M. S. M. Prasanna, S. G. Shaila, A. Vadivel in Proceedings of International Conference on… (2022)

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    Chapter and Conference Paper

    CNN-LSTM-Based Deep Learning Model for Early Detection of Breast Cancer

    Breast cancer has been considered as one of the diseases that puts the existence of women at risk worldwide. Diagnosing breast cancer in advance time is very important as it improves the treatment options and ...

    S. G. Shaila, V. R. Gurudas, K. Hithyshi in Data Engineering and Intelligent Computing (2022)

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    Chapter and Conference Paper

    Music Therapy for Transforming Human Negative Emotions: Deep Learning Approach

    The paper presents the music therapy approach on controlling and transforming the human emotions. The proposed approach considers six basic emotions such as happy, sad, angry, fear, depression, and surprise along...

    S. G. Shaila, T. M. Rajesh, S. Lavanya in Proceedings of International Conference on… (2022)

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    Chapter and Conference Paper

    BRCA1 Genomic Sequence-Based Early Stage Breast Cancer Detection

    Breast cancer is one of the most common types of cancer found in more than half of women worldwide, and the main cause of breast cancer is due to changes in the genomic sequence of breast tissue caused mainly ...

    S. G. Shaila, Ganapati Bhat, V. R. Gurudas in Proceedings of International Conference on… (2023)

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    Chapter and Conference Paper

    Human Emotion Recognition Based on EEG Signal Using Deep Learning Approach

    Nowadays, emotion recognition and classification plays a vital role in the field of human–computer interaction (HCI). Emotions are being recognized through body behaviors such as facial expression, voice tone,...

    S. G. Shaila, A. Sindhu, D. Shivamma in Proceedings of International Conference on… (2023)

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    Chapter and Conference Paper

    EEG Signal-Based Human Emotion Recognition Using Power Spectrum Density and Discrete Wavelet Transform

    Emotion recognition has been a problem in the field of brain–computer interface. Numerous ways are available for recognizing human emotions and one such technique is through Electroencephalogram (EEG) signals....

    S. G. Shaila, B. M. Anirudh, Archana S. Nair in Advances in Computing and Information (2024)