Search Results - "Rajpal, Ankit"

XAI-FR: Explainable AI-Based Face Recognition Using Deep Neural Networks by Rajpal, Ankit, Sehra, Khushwant, Bagri, Rashika, Sikka, Pooja

“…Face Recognition aims at identifying or confirming an individual’s identity in a still image or video. Towards this end, machine learning and deep learning…”
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I-FLASH: Interpretable Fake News Detector Using LIME and SHAP by Dua, Vanshika, Rajpal, Ankit, Rajpal, Sheetal, Agarwal, Manoj, Kumar, Naveen

“…The rise of social media enables people to disseminate information. However, when false but appealing information is presented as news, it becomes a cause for…”
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MantaRayWmark: An image adaptive multiple embedding strength optimization based watermarking using Manta Ray Foraging and bi-directional ELM by Sharma, Neeraj Kumar, Kumar, Subodh, Rajpal, Ankit, Kumar, Naveen

“…Digital watermarking schemes based on a single value of embedding strength do not take into account the local characteristics of the host signal for watermark…”
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A Novel fuzzy frame selection based watermarking scheme for MPEG-4 videos using Bi-directional extreme learning machine by Rajpal, Ankit, Mishra, Anurag, Bala, Rajni

“…With the advancement of Internet Technology, a lot of multimedia content is shared over the Internet resulting in several concerns over multimedia content like…”
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XAI-MethylMarker: Explainable AI approach for biomarker discovery for breast cancer subtype classification using methylation data by Rajpal, Sheetal, Rajpal, Ankit, Saggar, Arpita, Vaid, Ashok K., Kumar, Virendra, Agarwal, Manoj, Kumar, Naveen

“…Breast cancer—a heterogeneous disease marked with a high mortality rate, necessitates early diagnosis and treatment. The availability of multi-omic data has…”
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Enlightening the path to NSCLC biomarkers: Utilizing the power of XAI-guided deep learning by Dwivedi, Kountay, Rajpal, Ankit, Rajpal, Sheetal, Kumar, Virendra, Agarwal, Manoj, Kumar, Naveen

“…The early diagnosis of Non-small cell lung cancer (NSCLC) is of prime importance to improve the patient's survivability and quality of life. Being a…”
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Bi-directional extreme learning machine for semi-blind watermarking of compressed images by Mishra, Anurag, Rajpal, Ankit, Bala, Rajni

“…Bi-directional Extreme Learning Machine (B-ELM) is a newly developed single layer feed-forward network capable of fast training with few hidden neurons. It is…”
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An explainable AI-driven biomarker discovery framework for Non-Small Cell Lung Cancer classification by Dwivedi, Kountay, Rajpal, Ankit, Rajpal, Sheetal, Agarwal, Manoj, Kumar, Virendra, Kumar, Naveen

“…Non-Small Cell Lung Cancer (NSCLC) exhibits intrinsic heterogeneity at the molecular level that aids in distinguishing between its two prominent subtypes —…”
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Explaining deep learning-based leaf disease identification by Rajpal, Ankit, Mishra, Rashmi, Rajpal, Sheetal, Kavita, Bhatia, Varnika, Kumar, Naveen

“…Crop diseases adversely affect agricultural productivity and quality. The primary cause of these diseases is the presence of biotic stresses such as fungi,…”
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I-LDD: an interpretable leaf disease detector by Mishra, Rashmi, Kavita, Rajpal, Ankit, Bhatia, Varnika, Rajpal, Sheetal, Agarwal, Manoj, Kumar, Naveen

“…A rapid expansion in the world’s population needs an enormous supply of food grains to satisfy agricultural needs. Unfortunately, crop diseases adversely…”
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ROSEmark: Robust semi-blind ECG watermarking scheme using SWT-DCT framework by Kumar, Subodh, Rajpal, Ankit, Sharma, Neeraj Kumar, Rajpal, Sheetal, Nayyar, Anand, Kumar, Naveen

“…Coronary heart disease is a major cause of fatality worldwide. Online access to a patient's ECG record on networked hand-held devices enables its timely…”
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XLR-Net: Explainable AI-driven improved L 1 -regularized deep neural architecture for NSCLC biomarker identification by Dwivedi, Kountay, Rajpal, Ankit, Rajpal, Sheetal, Kumar, Virendra, Agarwal, Manoj, Kumar, Naveen

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XL1R-Net: Explainable AI-driven improved L1-regularized deep neural architecture for NSCLC biomarker identification by Dwivedi, Kountay, Rajpal, Ankit, Rajpal, Sheetal, Kumar, Virendra, Agarwal, Manoj, Kumar, Naveen

“…Non-small cell lung cancer (NSCLC) exhibits intrinsic molecular heterogeneity, primarily driven by the mutation of specific biomarkers. Identification of these…”
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XAI-CNVMarker: Explainable AI-based copy number variant biomarker discovery for breast cancer subtypes by Rajpal, Sheetal, Rajpal, Ankit, Agarwal, Manoj, Kumar, Virendra, Abraham, Ajith, Khanna, Divya, Kumar, Naveen

“…Breast cancer is a leading cause of cancer-related deaths among women. The multi-omic data has revolutionized the methodology to unravel molecular…”
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CXRmark: A Watermarking Scheme for Chest X-Rays Using Online Sequential Reduced Kernel ELM by Rajpal, Ankit, Kumar, Subodh, Sharma, Neeraj Kumar, Abraham, Ajith, Mishra, Anurag, Kumar, Naveen

“…In recent times, the use of chest X-ray (CXR) images in telemedicine has increased exponentially. However, the transfer of these images on an unsecured channel…”
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XL 1 R-Net: Explainable AI-driven improved L 1 -regularized deep neural architecture for NSCLC biomarker identification by Dwivedi, Kountay, Rajpal, Ankit, Rajpal, Sheetal, Kumar, Virendra, Agarwal, Manoj, Kumar, Naveen

“…Non-small cell lung cancer (NSCLC) exhibits intrinsic molecular heterogeneity, primarily driven by the mutation of specific biomarkers. Identification of these…”
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A NOVEL OS-ELM CLASSIFIER BASED ON HOG FEATURE EXTRACTION AND VIOLA JONES ALGORITHM FOR FACIAL RECOGNITION

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Revealing the Unseen: Explainable AI-Driven Masked Face Recognition by Kashania, Madhu, Rajpal, Ankit, Rajpal, Sheetal, Kumar, Naveen

“…Face recognition provides a biometric authentication mechanism that has evolved significantly with the advancement of deep learning. However, the emergence of…”
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A Comprehensive Review on Digital Image Watermarking by Wadhera, Shweta, Kamra, Deepa, Rajpal, Ankit, Jain, Aruna, Jain, Vishal

“…The advent of the Internet led to the easy availability of digital data like images, audio, and video. Easy access to multimedia gives rise to the issues such…”
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Biomarker Gene Identification for Breast Cancer Classification by Rajpal, Sheetal, Rajpal, Ankit, Agarwal, Manoj, Kumar, Naveen

“…BACKGROUND: Breast cancer has emerged as one of the most prevalent cancers among women leading to a high mortality rate. Due to the heterogeneous nature of…”
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