Search Results - "Soman, P"

Deep Learning Approach for Intelligent Intrusion Detection System by Vinayakumar, R., Alazab, Mamoun, Soman, K. P., Poornachandran, Prabaharan, Al-Nemrat, Ameer, Venkatraman, Sitalakshmi

“…Machine learning techniques are being widely used to develop an intrusion detection system (IDS) for detecting and classifying cyberattacks at the…”
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Robust Intelligent Malware Detection Using Deep Learning by Vinayakumar, R., Alazab, Mamoun, Soman, K. P., Poornachandran, Prabaharan, Venkatraman, Sitalakshmi

“…Security breaches due to attacks by malicious software (malware) continue to escalate posing a major security concern in this digital age. With many computer…”
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Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram by M., Ganeshkumar, Ravi, Vinayakumar, V, Sowmya, E.A, Gopalakrishnan, K.P, Soman

“…Recently computer-aided diagnosis methods have been widely adopted to aid doctors in disease diagnosis making their decisions more reliable and error-free…”
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Dynamic Mode Decomposition based salient edge/region features for content based image retrieval by Sikha O, K, Soman K, P

“…Considering the gap between low-level image features and high-level retrieval concept, this paper investigates the effect of incorporating visual saliency…”
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Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images by Prakash, J. Arun, Ravi, Vinayakumar, Sowmya, V., Soman, K. P.

“…Pneumonia is an acute respiratory infection caused by bacteria, viruses, or fungi and has become very common in children ranging from 1 to 5 years of age…”
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Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach by Sreelakshmi, K., Premjith, B., Chakravarthi, Bharathi Raja, Soman, K. P.

“…Recently, the emergence of social media has opened the way for online harassment in the form of hate speech and offensive language. An automated approach is…”
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Expression of barrier proteins in the skin lesions and inflammatory cytokines in peripheral blood mononuclear cells of atopic dogs by Kanwal, Sarita, Singh, Shanker K., Soman, Sandeep P., Choudhury, Soumen, Kumari, Priyambada, Ram, Pradeep K., Garg, Satish K.

“…Atopic dermatitis (AD) is one of the most common skin diseases of dogs. Defects in the skin barrier and overproduction of inflammatory cytokines may be the…”
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Impact of scar burden by single-photon emission computed tomography myocardial perfusion imaging on patient outcomes following cardiac resynchronization therapy by ADELSTEIN, Evan C, TANAKA, Hidekazu, SOMAN, Prem, MISKE, Glen, HABERMAN, Stephanie C, SABA, Samir F, GORCSAN, John

“…Ischaemic heart disease negatively impacts response to cardiac resynchronization therapy (CRT), yet the impact of infarct scar burden on clinical outcomes and…”
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Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning by Ravi, Vinayakumar, Alazab, Mamoun, Srinivasan, Sriram, Arunachalam, Ajay, Soman, K. P.

“…Cybercriminals use domain generation algorithms (DGAs) to prevent their servers from being potentially blacklisted or shut down. Existing reverse engineering…”
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Significance of processing chrominance information for scene classification: a review by Sowmya, V., Govind, D., Soman, K. P.

“…The primary objective of this paper is to provide a detailed review of various works showing the role of processing chrominance information for…”
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Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures by Arun Prakash, J, Asswin, CR, Ravi, Vinayakumar, Sowmya, V, Soman, KP

“…Pediatric pneumonia has drawn immense awareness due to the high mortality rates over recent years. The acute respiratory infection caused by bacteria, viruses,…”
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A Non-exclusive Multi-class Convolutional Neural Network for the Classification of Functional Requirements in AUTOSAR Software Requirement Specification text by Jp, Sanjanasri, Menon, Vijay Krishna, Kp, Soman, Atul, Kr.Ojha

“…Software Requirement Specification (SRS) describes a software system to be developed that captures the functional, non-functional, and technical aspects of the…”
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A data-driven hybrid methodology using randomized low-rank DMD approximation and flat-top FIR filter for voltage fluctuations monitoring in grid-connected distributed generation systems by Mohan, Neethu, Sachin Kumar, S, Soman, K P, Sujadevi, V G, Poornachandran, Prabaharan, Rajendra Acharya, U

“…The voltage fluctuations are caused by variations in renewable energy source outputs, increased usage of nonlinear loads, high reactive power consumption of…”
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MULTIPLE OIL PAD DETECTION USING DEEP LEARNING by Giri, A., Sajith Variyar, V. V., Sowmya, V., Sivanpillai, R., Soman, K. P.

“…Deep learning (DL) algorithms are widely used in object detection such as roads, vehicles, buildings, etc., in aerial images. However, the object detection…”
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INFLUENCE OF ADDITIONAL SPECTRAL BANDS FOR EPIPHYTE SEGMENTATION ON DRU-NET by Menon, A. K., Sajith Variyar, V. V., Sivanpillai, R., Sowmya, V., Brown, G. K., Soman, K. P.

“…Dense Residual U-Net (DRU-Net) is a neural network used for image segmentation. It is based on the U-Net architecture and isa combination of modified ResNet as…”
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A hybrid method for fundamental heart sound segmentation using group-sparsity denoising and variational mode decomposition by Sujadevi, V. G., Mohan, Neethu, Sachin Kumar, S., Akshay, S., Soman, K. P.

“…Segmentation of fundamental heart sounds–S1 and S2 is important for automated monitoring of cardiac activity including diagnosis of the heart diseases. This…”
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Integrated Omic Analysis Delineates Pathways Modulating Toxic TDP-43 Protein Aggregates in Amyotrophic Lateral Sclerosis by Rajaratnam, Saiswaroop, Soman, Akhil P, Phalguna, Kanikaram Sai, Pradhan, Sai Sanwid, Manjunath, Meghana, Rao, Raksha Kanthavara, Dandamudi, Rajesh Babu, Bhagavatham, Sai Krishna Srimadh, Pulukool, Sujith Kumar, Rathnakumar, Sriram, Kocherlakota, Sai, Pargaonkar, Ashish, Veeranna, Ravindra P, Arumugam, Natarajan, Almansour, Abdulrahman I, Choudhary, Bibha, Sivaramakrishnan, Venketesh

“…Amyotrophic lateral sclerosis (ALS) is a multi-systemic, incurable, amyloid disease affecting the motor neurons, resulting in the death of patients. The…”
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IDENTIFYING EPIPHYTES IN DRONES PHOTOS WITH A CONDITIONAL GENERATIVE ADVERSARIAL NETWORK (C-GAN) by Shashank, A., Sajithvariyar, V. V., Sowmya, V., Soman, K. P., Sivanpillai, R., Brown, G. K.

“…Unmanned Aerial Vehicle (UAV) missions often collect large volumes of imagery data. However, not all images will have useful information, or be of sufficient…”
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An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) – 2017 by Kumar M. Anand, Premjith B., Singh Shivkaran, Rajendran S., Soman K. P.

“…In recent years, the multilingual content over the internet has grown exponentially together with the evolution of the internet. The usage of multilingual…”
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IDENTIFYING OIL PADS IN HIGH SPATIAL RESOLUTION AERIAL IMAGES USING FASTER R-CNN by Sunil, A., Sajithvariyar, V. V., Sowmya, V., Sivanpillai, R., Soman, K. P.

“…Deep learning (DL) methods are used for identifying objects in aerial and ground-based images. Detecting vehicles, roads, buildings, and crops are examples of…”
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