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Article
Open AccessNoncoding mutations cause super-enhancer retargeting resulting in protein synthesis dysregulation during B cell lymphoma progression
Whole-genome sequencing of longitudinal tumor pairs representing transformation of follicular lymphoma to high-grade B cell lymphoma with MYC and BCL2 rearrangements (double-hit lymphoma) identified coding and no...
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Article
Open AccessExplaining machine learning models with interactive natural language conversations using TalkToModel
Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model pr...
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Article
Modeling the dispersion of traffic-derived black carbon emissions into hilly terrain
This study examines hilly terrain’s effect on black carbon (BC) dispersion. The apportionment of distinct sources obtained by a two-component mixing model (Aethalometer: AE-33) using improved radiative transfe...
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Article
Adoption of machine learning algorithm for predicting the length of stay of patients (construction workers) during COVID pandemic
The construction sector in a rapidly develo** country like India is a very unorganized sector. A large number of workers were affected and hospitalized during the pandemic. This situation is costing the sect...
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Article
Open AccessRapid clonal identification of biallelic CRISPR/Cas9 knock-ins using SNEAK PEEC
One of the challenges faced by current CRISPR/Cas9 editing strategies is the difficulty in rapidly selecting clonal populations of biallelically edited cells. Here we present Surface engiNeered fluorEscence As...
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Chapter
Customized Training of Pretrained Language Models to Detect Post Intents in Online Health Support Groups
Online support groups offer low-cost and accessible health and mental health support, but low engagement challenges their effectiveness. To encourage engagement and provide evidence-based responses appropriate...
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Article
Effect of COVID-19 epidemic-led lockdowns on aerosol black carbon concentration, sources and its radiation effect in northeast India
The COVID-19 epidemic-led lockdown (LD) from March 25 to May 31, 2020, had a different level of impact on air quality in the ecologically sensitive region of northeast India, even though the restriction on mai...
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Article
Surgical Treatment of an Isolated Fresh Lunate Fracture. Case Report of a Rare Injury and Review of Literature
A 45-year-old right-handed female presented with a history of fall on an outstretched hand. Initial radiographs revealed a lunate fracture, which was confirmed as an isolated fracture on a computed tomography ...
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Chapter and Conference Paper
Development of GIS-Based Optimization Method for Selection of Transportation Routes in Municipal Solid Waste Management
The municipal bodies in Indian megacities are facing several problems to maintain a good management practice with the massive solid wastes generated at all corners of large cities. This unique study used inbui...
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Chapter
From Reinforcement Learning to Deep Reinforcement Learning: An Overview
This article provides a brief overview of reinforcement learning, from its origins to current research trends, including deep reinforcement learning, with an emphasis on first principles.
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Chapter and Conference Paper
Towards Two-Way Interaction with Reading Machines
As machine learning models that underlie machine reading systems are becoming more complex, latent, and end-to-end, they are also becoming less interpretable and controllable. In times of rule-based systems us...
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Article
Trajectory clustering in CCTV traffic videos using probability product kernels with hidden Markov models
This article presents a method for clustering the trajectories obtained by tracking vehicles in traffic videos, recorded from CCTV cameras in public spaces. The proposed method employs a model-based approach i...
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Article
A framework for computing asset-sighting distance
Safety critical railway assets need to be visible from prescribed distances, ensuring safety. Traditional methods for measuring these sighting distances involve manual labour and disruption of rail services. D...
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Chapter and Conference Paper
Unsupervised Learning for Improving Efficiency of Dense Three-Dimensional Scene Recovery in Corridor Map**
In this work, we perform three-dimensional scene recovery from image data capturing railway transportation corridors. Typical three-dimensional scene recovery methods initialise recovered feature positions by ...
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Book
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Book
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Chapter and Conference Paper
A Novel Approach to Spatio-Temporal Video Analysis and Retrieval
In this paper, we propose a novel Spatio-Temporal Analysis and Retrieval model to extract attributes for video category classification. First, the spatial relationships and temporal nature of the video object ...
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Chapter and Conference Paper
Bi-directional Joint Inference for Entity Resolution and Segmentation Using Imperatively-Defined Factor Graphs
There has been growing interest in using joint inference across multiple subtasks as a mechanism for avoiding the cascading accumulation of errors in traditional pipelines. Several recent papers demonstrate jo...
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Article
Live cell imaging: a computational perspective
One of the primary challenges in understanding complex living systems requires a good understanding of the interactions between cellular and molecular functional units. Live cell imaging is the process of non-...
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Article
Common coupling and pointer variables, with application to a Linux case study
Both common coupling and pointer variables can exert a deleterious effect on the quality of software. The situation is exacerbated when global variables are assigned to pointer variables, that is, when an alia...
