Search Results - "Sobhana, M."

Quantum inspired meta-heuristic approach for optimization of genetic algorithm by Ganesan, Vithya, Sobhana, M., Anuradha, G., Yellamma, Pachipala, Devi, O. Rama, Prakash, Kolla Bhanu, Naren, J.

“…An optimization search technique evaluates the potential solution and frames the better solution by any of its befitting categories such as quantum-based…”
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Anomaly-based network intrusion detection with ensemble classifiers and meta-heuristic scale (ECMHS) in traffic flow streams by Dasari, Durga Bhavani, Edamadaka, Gayathri, Chowdary, Ch. Smitha, Sobhana, M.

“…The exponential growth in the internet services lead to enormous growth in the network traffic. As the services are increasing the numbers of network attacks…”
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Breast Cancer Prediction by Ensembling Machine Learning Algorithms and Explainable AI by Sobhana, M, Palaketi, Anil Kumar, Nalabothu, Ramya

“…A primary cause of death is cancer, which is a result of abnormal cell growth. Globally, breast cancer is a significant contributor to female fatalities, and…”
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Extraction of Roadways from Aerial Images using U-Net Backbones by Sobhana, M., Kumar, Gudapati Satya Dinesh, Pakkiru, Pavithra, Tejaswi, Yarramreddy

“…The Earth's land use and cover are changing drastically due to several societal, industrial, and natural occurrences. The identification of changes in…”
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A Hybrid Machine Learning Approach for Performing Predictive Analytics on Road Accidents by Sobhana, M., Rohith, Vemulapalli Krishna, Avinash, Tellakula, Malathi, N.

“…Nineteen thousand accidents occurred on the roads of the Indian state of Andhra Pradesh in the year 2020. Every year, traffic inconsistencies are a major cause…”
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A Comparitive Evaluation Of Custom CNN, Sequential CNN & Dense-Net Models to forecast Dementia by Sobhana, M., Hindu, Kilaru, Girishma, Nukala, Bhavani, Palacharla Shirisha, Rajeswari, S.

“…Dementia is a very common neurological condition that affects the elderly. Mild cognitive impairment sufferers run the risk of contracting this illness. It…”
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Genetic Algorithm for feature selection in enhancing the hard disk failure prediction using artificial neural network by Sobhana, M., Sai Preethi, Gajula Siva, Sujitha, Kancharla Bhanu, Sri, Guttikonda Harsha

“…The usage of smart devices has increased with advancements in the information technology (IT) sector. These devices need to exchange information to communicate…”
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Seed Quality Prediction using Computer Vision and Convolutional Neural Networks by Sobhana, M., Dabbara, Pranathi, Ravulapalli, Girija, Kakunuri, Krishna Sahithi

“…Knowing the quality of the seeds is the most important thing for a farmer. The quality of the seed is critical for obtaining a good yield. Farmers typically…”
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Automatic Cephalometric Analysis using Machine Learning by Sobhana, M., Vemulapalli, Krishna Rohith, Appala, Lahari, Narra, Neelima

“…Orthodontics is a specialized dental profession that specializes in diagnosing, preventing, and correcting teeth and jawbone, as well as biting patterns. The…”
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Sustainable Farming Community using Green Marketing by Sobhana, M., Chandra, M. Kushwanth, Rakesh, K., Vivek, K.

“…Farming is a major sector of Indian economy, and one of the most efficient and beneficial ways of promoting farming is Green Marketing, which is the process of…”
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Deep learning-based mobile application for nutrient deficiency identification of rice plants using ADAM Optimizer by Sindhuja, Vallabhaneni Raga, Sobhana, M, Tejaswi, Vasireddy, Durgesh, Polavarpu

“…The second-largest rice-produced country after China is India. Nowadays, rice plants are affected by nutrient deficiencies. Rice plants require adequate…”
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Brachial Plexus Segmentation and Detection Through Ultrasound Image Analysis using Convolutional Neural Networks by Sobhana, M., Yarlagadda, Lalith Sai Mukund, Chintakayala, Kushal Kumar, Ala, Venkata Siva Naga Raju

“…Medical image segmentation is widely being used for nerve block/region identification, which in turn, has always been a matter of instinct for…”
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Estimation of RUL for Aircraft Engine Using LSTM by Sobhana, M., Ravi, Srikar, Krishna, V. Chetan, Koushik, P.G.V., Rajeswari, S.

“…A data driven RUL estimation based on LSTM approach was developed to improve the operational cycles of aircraft engines. In light of the significant quantity…”
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Text Guided Generation and Manipulation of human Face Images using StyleGAN by Sobhana, M, Durga, Mastan M M, Kishore, M Joseph, Reddy, E Eswar, Chaitanya, V

“…Image generation is an intriguing research topic. Text conditioned image generation is a specific problem under the image generation research topic. Text…”
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Family Expenditure and Income Analysis using Machine Learning algorithms by Sri, Y. Bhavya, Sravani, Y., Surendra, Y. Bhargava Sai, Rishitha, S., Sobhana, M.

“…Expenditure analysis should be done by every household to manage all the expenses of the family. Income prediction gives an overview of the income earned by…”
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KRISHI RAKSHAN - A Machine Learning based New Recommendation System to the Farmer by Indira, D. N. V. S. L. S., Sobhana, M., Swaroop, A. H. L., Phani Kumar, V

“…Totally 54% of India's land area is deemed arable, making it the world's largest agrarian economy. Soil infertility owing to over fertilization, as well as a…”
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Smart Campus Bus Tracking Alert System Using Real-Time GPS by Sobhana, M., Chowdary, T. Revanth, Venkatesh, M. G. S .S, Devendra, K. Sri

“…The school bus is every child's main mode of transportation while they are at school. The security of the children in the bus is now of utmost importance due…”
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Enhancement of patient's health prediction system in a graphical representation using digital twin technology by Sobhana, M., Ch, Smitha Chowdary, Koneru, Sowmya, Mohan, G. Krishna, Kumar, K. Kranthi

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ProfBook: Mobile Application for Streamlining Venue Management in Academic Institutions by Reddy, Kandi Mohith, Sobhana, M., Pavan, Rajanala Sivamsh, Kanagala, Akshara

“…In today's fast-paced and busy lifestyles, the need for a convenient and efficient method of booking slots and managing schedules has become increasingly…”
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Predicting crop yield with NDVI and Backscatter values using Deep Neural Networks by Tummala, Pragathi, Sobhana, M, Kakumani, Sruthi

“…Agriculture is India's major cause of income and even plays a critical part in ensuring food security in the Indian economy. India's agricultural sector faces…”
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