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Listar por autor "Raja, S. P."
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A new algorithm for time series prediction using machine learning models
Jahnavi, Yeturu; Elango, Poongothai; Raja, S. P.; Parra Fuente, Javier; Verdú, Elena (Evolutionary Intelligence, 2023)Two stage grid search accepted as a promising heuristic search technique, involves a search performed in two stages. In the first stage a search is performed in coarse grain/low resolution to identify the optimal region ... -
A Word Embedding Based Approach for Focused Web Crawling Using the Recurrent Neural Network
Dhanith, P. R. Joe; Surendiran, B.; Raja, S. P. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)Learning-based focused crawlers download relevant uniform resource locators (URLs) from the web for a specific topic. Several studies have used the term frequency-inverse document frequency (TF-IDF) weighted cosine vector ... -
An Empirical Evaluation of Machine Learning Techniques for Crop Prediction
Mariammal, G.; Suruliandi, A.; Raja, S. P.; Poongothai, E. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Agriculture is the primary source driving the economic growth of every country worldwide. Crop prediction, which is critical to agriculture, depends on the soil and environment. Nutrient levels differ from area to area and ... -
Deep Feature Representation and Similarity Matrix based Noise Label Refinement Method for Efficient Face Annotation
Suruliandi, A.; Kasthuri, A.; Raja, S. P. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2021)Face annotation is a naming procedure that assigns the correct name to a person emerging from an image. Faces that are manually annotated by people in online applications include incorrect labels, giving rise to the issue ... -
Drug Target Interaction Prediction Using Machine Learning Techniques – A Review
Suruliandi, A.; Idhaya, T.; Raja, S. P. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 11/2022)Drug discovery is a key process, given the rising and ubiquitous demand for medication to stay in good shape right through the course of one’s life. Drugs are small molecules that inhibit or activate the function of a ... -
HDDSS: An Enhanced Heart Disease Decision Support System using RFE-ABGNB Algorithm
Dhilsath Fathima, M.; Justin Samuel, S.; Raja, S. P. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)Heart disease is the leading cause of mortality globally. Heart disease refers to a range of disorders that affect the heart and blood vessels. The risks of developing heart disease become minimized if heart disease is ... -
Hybrid bat-grasshopper and bat-modified multiverse optimization for solar photovoltaics maximum power generation
Rayaguru, N. K.; Lindsay, N. Mahiban; González-Crespo, Rubén; Raja, S. P. (Computers and Electrical Engineering, 2023)A hybrid BAT with Grasshopper (GH) algorithm and BAT-MMVO (Modified Multiverse Optimization) are exhibited for harvesting maximum power from photovoltaics (PV) using the Xilinx System Generator (XSG) implanted controller. ... -
Predicting the suitable fertilizer for crop based on soil and environmental factors using various feature selection techniques with classifiers
Mariammal, G.; Suruliandi, A.; Segovia Bravo, Kharla Andreina; Raja, S. P. (Expert Systems, 2023)Agriculture is an essential part of human life. The crop productivity is based on the soil and environmental factors. Different crops are cultivated in different areas. Nowadays, the crop productivity level is affected by ...