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Article
Drfnet: dual stream recurrent feature sharing network for video dehazing
The primary effects of haze on captured images/frames are visibility degradation and color disturbance. Even though extensive research has been done on the tasks of video dehazing, they fail to perform better ...
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Article
Blockchain-based proof-of-authenticity frameworks for Explainable AI
Explainable Artificial Intelligence (XAI) model generates explanations that assist a regulator in tracing offenders responsible for failures and penalizing them accordingly. However, these explanations are tra...
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Article
Termination detection in cloud
Cloud has emerged as an efficient way to provide on-demand computation services that are transparent to any user. Though cloud is a variant of distributed computing, it is highly dynamic and scalable platform....
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Article
Modeling Elastic Wave Propagation in Fiber-Reinforced Media Using Lagrange Spectral Element Method
In the present study, spectral element method is applied for the simulation of two-dimensional wave propagation in linear elastic fiber-reinforced homogeneous medium. The computational domain is divided in a m...
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Article
Modified residual networks for severity stage classification of diabetic retinopathy
Diabetic Retinopathy is a common microvascular complication associated with diabetes and also one of the main reason for blindness globally. Manual diagnosis of diabetic retinopathy (DR) by ophthalmologists is...
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Chapter and Conference Paper
Transversely Isotropic Homogeneous Medium with Absorbing Boundary Conditions: Elastic Wave Propagation Using Spectral Element Method
Particle displacements and stresses are calculated for studying elastic wave propagation in a transversely isotropic homogeneous medium. A mesh consisting of rectangular elements is considered for discretizati...
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Chapter
Effect of Temperature and Defense Response on the Severity of Dry Root Rot Disease in Chickpea Caused by Macrophomina phaseolina
Severe outbreaks of diseases are the consequences of interactions between pathogenic microorganisms and cultivated crops. Plants are recurrently exposed to various biotic stresses in their innate environment. ...
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Chapter and Conference Paper
Threat Detection in Self-Driving Vehicles Using Computer Vision
On-road obstacle detection is an important field of research that falls in the scope of intelligent transportation infrastructure systems. The use of vision-based approaches results in an accurate and cost-eff...
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Chapter and Conference Paper
A Discriminative Learning-Based Deep Learning Approach for Diabetic Retinopathy Classification
Diabetic retinopathy (DR) is a vision-threatening disease affecting the diabetic population worldwide. Early detection of DR is very crucial to avoid irreversible loss to eyesight. Manual diagnosis of DR is ti...
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Article
A hybrid approach towards reduced checkpointing overhead in cloud-based applications
In recent years, cloud is being widely used to host numerous distributed applications. The expanding usage of cloud has introduced greater sensitivity in the environment. Therefore, most of the applications re...
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Chapter
Scalability Analysis of Proof-of-Work Based Blockchain
Recent advancements in technologies and today’s digital era demands a high level of security and privacy in all aspects. The concept of Blockchain has emerged as a promising technology. As any node in a peer-t...
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Article
How Blockchain Can Automate KYC: Systematic Review
Since the advent of cryptocurrency, Blockchain has evolved as a promising technology towards diverse application areas such as education, healthcare, supply chain management, etc. Various institutions, essenti...
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Article
Constraint programming versus heuristic approach to MapReduce scheduling problem in Hadoop YARN for energy minimization
In this paper, we consider a deadline-constrained MR scheduling problem of minimizing energy consumption in Hadoop’s generic resource manager known as yet another resource negotiator. The problem has been mode...
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Article
A heuristic method towards deadline-aware energy-efficient mapreduce scheduling problem in Hadoop YARN
The MapReduce (MR) scheduling is a prominent area of research to minimize energy consumption in the Hadoop framework in the era of green computing. Very few scheduling algorithms have been proposed in the lite...
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Chapter and Conference Paper
Explaining Deep Learning-Based Classification of Textual Tweets
Social media platforms like Twitter, Facebook, Instagram allow users to share content, express their views, and generate a massive volume of sentiment-rich data. The process of sentiment analysis (SA) classifi...
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Article
Microvascular Complications in Type-2 Diabetes: A Review of Statistical Techniques and Machine Learning Models
Type 2 Diabetes (T2D) has become a serious concern as it contributes to 90% of the total diabetic population. The high glucose levels in diabetic patients result in damage to eyes, kidneys and nerves collectiv...
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Chapter
Fog Computing: Applications and Secure Data Aggregation
With the rapid increase in the number of internet of things (IoT) devices, a huge amount of data is generated which needs proper storage and analytical applications. However, the smart devices do not have adeq...
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Chapter
Plant-Microbe Interactions under Adverse Environment
Plants face a number of environmental stresses that affect the crop productivities, food quality and food safety worldwide. The environmental adversities including biotic and abiotic stresses alter physiologic...
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Article
Failure detectors for crash faults in cloud
Failure detector (FD) is an inherent component in atomic broadcast and consensus protocols. Failures are broadly categorized into two types: crash and byzantine. The crash failures simply discontinue the worki...
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Chapter and Conference Paper
Human Fall Detection System over IMU Sensors Using Triaxial Accelerometer
A sudden increase in the number of deaths over the past few years by slip** and falling, especially in case of patients in hospitals and aged people at homes, is a serious concern and calls for the need of a...
