Rajiv Ramnath

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The Ohio State University

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Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification

Identifying driving styles is the task of analyzing the behavior of driv...
02/11/2021 ∙ by Sobhan Moosavi, et al. ∙ 0 ∙ share

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Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization

Novel contexts may often arise in complex querying scenarios such as in ...
11/11/2019 ∙ by Manirupa Das, et al. ∙ 0 ∙ share

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Towards Successful Social Media Advertising: Predicting the Influence of Commercial Tweets

Businesses communicate using Twitter for a variety of reasons – to raise...
10/28/2019 ∙ by Renhao Cui, et al. ∙ 0 ∙ share

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Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation

Online customer reviews on large-scale e-commerce websites, represent a ...
10/18/2019 ∙ by Manirupa Das, et al. ∙ 0 ∙ share

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Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Neural Domain Adaptation

Online customer reviews on large-scale e-commerce websites, represent a ...
10/18/2019 ∙ by Manirupa Das, et al. ∙ 0 ∙ share

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Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights

Reducing traffic accidents is an important public safety challenge, ther...
09/19/2019 ∙ by Sobhan Moosavi, et al. ∙ 0 ∙ share

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Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model

This paper presents techniques to detect the "offline" activity a person...
07/10/2019 ∙ by Renhao Cui, et al. ∙ 0 ∙ share

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A Countrywide Traffic Accident Dataset

Reducing traffic accidents is an important public safety challenge. Howe...
06/12/2019 ∙ by Sobhan Moosavi, et al. ∙ 0 ∙ share

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Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data

Pattern discovery in geo-spatiotemporal data (such as traffic and weathe...
02/14/2019 ∙ by Sobhan Moosavi, et al. ∙ 0 ∙ share

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Discovery of Driving Patterns by Trajectory Segmentation

Telematics data is becoming increasingly available due to the ubiquity o...
04/23/2018 ∙ by Sobhan Moosavi, et al. ∙ 0 ∙ share

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QDEE: Question Difficulty and Expertise Estimation in Community Question Answering Sites

In this paper, we present a framework for Question Difficulty and Expert...
03/31/2018 ∙ by Jiankai Sun, et al. ∙ 0 ∙ share

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Characterizing Driving Context from Driver Behavior

Because of the increasing availability of spatiotemporal data, a variety...
10/13/2017 ∙ by Sobhan Moosavi, et al. ∙ 0 ∙ share

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Annotation of Car Trajectories based on Driving Patterns

Nowadays, the ubiquity of various sensors enables the collection of volu...
05/15/2017 ∙ by Sobhan Moosavi, et al. ∙ 0 ∙ share

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