Search Results - "Banu, J. Faritha"

Artificial Intelligence Based Customer Churn Prediction Model for Business Markets by Faritha Banu, J., Neelakandan, S., Geetha, B.T, Selvalakshmi, V., Umadevi, A., Martinson, Eric Ofori

“…The introduction of artificial intelligence (AI) and machine learning (ML) technologies in recent years has resulted in improved company performance. Customer…”
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A novel probabilistic intermittent neural network (PINN) and artificial jelly fish optimization (AJFO)-based plant leaf disease detection system by Saraswathi, E., Faritha Banu, J.

“…Plant leaf disease identification and classification are the most essential and demanding tasks in the agriculture field. In traditional researches, various…”
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Forecasting Machine Learning Based Feature Selection for Dengue Prediction in the Early Stage by T, Archana, Banu J, Faritha

“…Dengue fever is rapidly becoming a prominent health concern issue affecting the tropical and sub-tropical regions. This disease can cause serious illness in…”
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Artificial Bee Colony Algorithm based Segnet Model for Structural Magnetic Resonance Image Segmentation in Alzheimer's Disease Classification by R, Kingsly Stephen, J, Faritha Banu

“…Alzheimer's disease is a chronic and incurable brain disorder. Alzheimer's disease is preceded clinically by mild cognitive impairment. A prominent indicator…”
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Novel Framework for Dengue Classification and Early Recovery using Machine Learning Algorithms by Faritha Banu, J, Hariprasad, G, Archana, T, Srivatsan, Prahadees

“…Dengue fever is a fast-emerging public health hazard that primarily affects tropical and sub-tropical regions. Arthropods that feed on blood, such as fleas,…”
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Particle Swarm Optimization Algorithm Based U-Net Model for MRI Segmentation in Alzheimer's Disease by R, Kingsly Stephen, J, Faritha Banu

“…Alzheimer's disease is becoming more common over time. It is a long-term brain disease that gradually impairs people's memory, thinking skills, and finally…”
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Artificial intelligence with attention based BiLSTM for energy storage system in hybrid renewable energy sources by Faritha Banu, J., Atul Mahajan, Rupali, Sakthi, U., Kumar Nassa, Vinay, Lakshmi, D., Nadanakumar, V.

“…Hybrid renewable energy sources with energy storage systems (ESS) are becoming more prevalent in offering remote consumers with efficient, affordable, and…”
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Energy Aware Seagull Optimization-Based Unequal Clustering Technique in WSN Communication by Anuradha, D., Srinivasan, R., Ch. Anil Kumar, T., Faritha Banu, J., Kumar Singh Pundir, Aditya, Vijendra Babu, D.

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Modeling of Hyperparameter Tuned Hybrid CNN and LSTM for Prediction Model by Faritha Banu, J., B. Rajeshwari, S., S. Kallimani, Jagadish, Vasanthi, S., Mateen Buttar, Ahmed, Sangeetha, M., Bhargava, Sanjay

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Ontology Based Image Retrieval by Utilizing Model Annotations and Content by Faritha Banu, J, Muneeshwari, P, Raja, K, Suresh, S, Latchoumi, T P, Deepan, S

“…Study on image indexing and retrieval concepts have evolved the research further on Content Based Image Retrieval (CBIR). The CBIR system analyses the image…”
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Hybrid CGAN-based plant leaf disease classification using OTSU and surf feature extraction by Saraswathi, E., Banu, J. Faritha

“…Agriculture encompasses a way of life and a profession for the general population. Most global traditions and cultures revolve around agriculture. With the…”
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Alzheimer's Disease Detection using Deep Learning Algorithm by Banu, J Faritha, Kingsly Stephen, R, Aditya, N, Dhanush Raaghav, L C

“…Alzheimer's disease is a neurological disorder. Research on early detection and classification using machine learning techniques has become essential in recent…”
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Achieving Linear and Systematic Perspectives to detect stroke rehabilitation exercise posture using Neural Network by Umamageswari, A., Deepa, S., Banu, J.Faritha

“…A lot of individuals suffer from motor impairment these days, led by various factors. The cause can be a stroke, accident, or even old age. Rehabilitation…”
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Enhancement in manufacturing systems using Grey-Fuzzy and LK-SVM approach by Latchoumi, T.P., Kalusuraman, G., Banu, J. Faritha, Yookesh, T.L., Ezhilarasi, T.P., Balamurugan, K.

“…Magnesium with 10% of SiC is prepared through the stir casting process. An integrated Taguchi-Fuzzy model for L27 orthogonal array for Airjet machining…”
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