Search Results - "Khamparia, Aditya"

Unification of Blockchain and Internet of Things (BIoT): requirements, working model, challenges and future directions by Bhushan, Bharat, Sahoo, Chinmayee, Sinha, Preeti, Khamparia, Aditya

“…The Internet of Things (IoTs) enables coupling of digital and physical objects using worthy communication technologies and introduces a future vision where…”
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Association of learning styles with different e-learning problems: a systematic review and classification by Khamparia, Aditya, Pandey, Babita

“…Due to increase in complexity of modelling human behaviour in virtual environment, traditional or conventional didactic learning is limited in providing…”
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A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images by Chouhan, Vikash, Singh, Sanjay Kumar, Khamparia, Aditya, Gupta, Deepak, Tiwari, Prayag, Moreira, Catarina, Damaševičius, Robertas, de Albuquerque, Victor Hugo C.

“…Pneumonia is among the top diseases which cause most of the deaths all over the world. Virus, bacteria and fungi can all cause pneumonia. However, it is…”
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Seasonal Crops Disease Prediction and Classification Using Deep Convolutional Encoder Network by Khamparia, Aditya, Saini, Gurinder, Gupta, Deepak, Khanna, Ashish, Tiwari, Shrasti, de Albuquerque, Victor Hugo C.

“…Agriculture plays a significant role in the growth and development of any nation’s economy. But, the emergence of several crop-related diseases affects the…”
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Sound Classification Using Convolutional Neural Network and Tensor Deep Stacking Network by Khamparia, Aditya, Gupta, Deepak, Nguyen, Nhu Gia, Khanna, Ashish, Pandey, Babita, Tiwari, Prayag

“…In every aspect of human life, sound plays an important role. From personal security to critical surveillance, sound is a key element to develop the automated…”
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Diagnosis of breast cancer based on modern mammography using hybrid transfer learning by Khamparia, Aditya, Bharati, Subrato, Podder, Prajoy, Gupta, Deepak, Khanna, Ashish, Phung, Thai Kim, Thanh, Dang N. H.

“…Breast cancer is a common cancer in women. Early detection of breast cancer in particular and cancer, in general, can considerably increase the survival rate…”
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KDSAE: Chronic kidney disease classification with multimedia data learning using deep stacked autoencoder network by Khamparia, Aditya, Saini, Gurinder, Pandey, Babita, Tiwari, Shrasti, Gupta, Deepak, Khanna, Ashish

“…In recent times, Chronic Kidney Disease (CKD) has affected more than 10% of the population worldwide and millions of people die every year. So, early-stage…”
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Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus by Azad, Chandrashekhar, Bhushan, Bharat, Sharma, Rohit, Shankar, Achyut, Singh, Krishna Kant, Khamparia, Aditya

“…Diabetes mellitus is a well-known chronic disease that diminishes the insulin producing capability of the human body. This results in high blood sugar level…”
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A novel deep learning-based multi-model ensemble method for the prediction of neuromuscular disorders by Khamparia Aditya, Singh, Aman, Anand, Divya, Gupta, Deepak, Khanna Ashish, Arun, Kumar N, Tan, Joseph

“…Neuromuscular disorder is a complex progressive health problem which results in muscle weakness and fatigue. In recent years, with emergence and development of…”
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Internet of health things-driven deep learning system for detection and classification of cervical cells using transfer learning by Khamparia, Aditya, Gupta, Deepak, de Albuquerque, Victor Hugo C., Sangaiah, Arun Kumar, Jhaveri, Rutvij H.

“…Cervical cancer is one of the fastest growing global health problems and leading cause of mortality among women of developing countries. Automated Pap smear…”
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An Enhanced Crow Search Inspired Feature Selection Technique for Intrusion Detection Based Wireless Network System by Khanna, Ashish, Rani, Poonam, Garg, Puneet, Singh, Prakash Kumar, Khamparia, Aditya

“…Recent development of cognitive computing driven evolutionary techniques improve the overall quality of service and user experience in wireless communication…”
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DCAVN: Cervical cancer prediction and classification using deep convolutional and variational autoencoder network by Khamparia, Aditya, Gupta, Deepak, Rodrigues, Joel J. P. C., de Albuquerque, Victor Hugo C.

“…Early detection, early diagnosis and classification of the cancer type facilitates faster disease management of patients. Cervical cancer is fourth most…”
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Effects of microworld game-based approach on neuromuscular disabled students learning performance in elementary basic science courses by Khamparia, Aditya, Pandey, Babita, Mishra, Brijendra Pratap

“…In conventional classroom driven instructor training, disabled student achieved low personality & motivation, more mental load due to lack of practical…”
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Correction to: An Enhanced Crow Search Inspired Feature Selection Technique for Intrusion Detection Based Wireless Network System by Khanna, Ashish, Rani, Poonam, Garg, Puneet, Singh, Prakash Kumar, Khamparia, Aditya

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An Integrated Hybrid CNN–RNN Model for Visual Description and Generation of Captions by Khamparia, Aditya, Pandey, Babita, Tiwari, Shrasti, Gupta, Deepak, Khanna, Ashish, Rodrigues, Joel J. P. C.

“…Video captioning is currently considered to be one of the simplest ways to index and search data efficiently. In today’s era, suitable captioning of video…”
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Hybrid Sine-Cosine Chimp optimization based feature selection with deep learning model for threat detection in IoT sensor networks by Alkhonaini, Mimouna Abdullah, Mazroa, Alanoud Al, Aljebreen, Mohammed, Ben Haj Hassine, Siwar, Allafi, Randa, Dutta, Ashit Kumar, Alsubai, Shtwai, Khamparia, Aditya

“…Internet of Things (IoT) sensor networks are connected systems of physical devices set with actuators, sensors, and communication abilities, allowing them to…”
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Security Challenges and Cyber Forensic Ecosystem in IoT Driven BYOD Environment by Ali, Md Iman, Kaur, Sukhkirandeep, Khamparia, Aditya, Gupta, Deepak, Kumar, Sachin, Khanna, Ashish, Al-Turjman, Fadi

“…The usage of Internet of Things (IoT)/ Bring Your Own Devices (BYOD) has grown up exponentially, as expected 50 Billion IoT devices will get connected by the…”
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Multi-Class Breast Cancer Classification Using Ensemble of Pretrained models and Transfer Learning by Rao, Perumalla Murali Mallikarjuna, Singh, Sanjay Kumar, Khamparia, Aditya, Bhushan, Bharat, Podder, Prajoy

“…Early detection of breast cancer has reduced many deaths. Earlier CAD systems used to be the second opinion for radiologists and clinicians. Machine learning…”
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Notice of Violation of IEEE Publication Principles: Reversible Data Hiding and Smart Multimedia Computing Using Big Data in Remote Sensing Systems by Malik, Rahul, Khamparia, Aditya, Garg, Sahil, Gupta, Deepak, Choi, Bong Jun, Hossain, M. Shamim

“…There is a need for improvement of tools to deal with large volumes of multimedia data effectively. In particular, real-time data processing is one of the…”
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Investigating the Importance of Psychological and Environmental Factors for Improving Learner's Performance Using Hidden Markov Model by Khamparia, Aditya, Gia Nhu, Nguyen, Pandey, Babita, Gupta, Deepak, Rodrigues, Joel J. P. C., Khanna, Ashish, Tiwari, Prayag

“…In the proposed work, hidden Markov model (HMM) has been deployed to improve the learner's performance or grades on the basis of their psychological and…”
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