Výsledky vyhledávání - "Janardan Misra"

Association of Defect Log Suitability for Machine Learning with Performance: An Experience Report

Publikováno v: ISEC

Machine learning (ML) based solutions utilizing textual details in defect logs have been shown to enable automation of defect management process and make it cost effective. In this work, we assess effectiveness of apriori manual analysis of the suita

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6d24dd10d7000c66548726e6fb03008d
https://doi.org/10.1145/3452383.3452400

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Winds of Change: Impact of COVID-19 on Vaccine-related Opinions of Twitter users

Autor: Soham Poddar, Mainack Mondal, Janardan Misra, Niloy Ganguly, Saptarshi Ghosh

Administering COVID-19 vaccines at a societal scale has been deemed as the most appropriate way to defend against the COVID-19 pandemic. This global vaccination drive naturally fueled a possibility of Pro-Vaxxers and Anti-Vaxxers strongly expressing

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8f29521deae480b3a4516bbcfd5f9ccd

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Utilizing Social Media for Identifying Drug Addiction and Recovery Intervention

Autor: Sanjay Podder, Janardan Misra, Shalmoli Ghosh, Saptarshi Ghosh

Publikováno v: IEEE BigData

Topic-specific social media forums such as Reddit have become popular platforms for users discussing health-related information as well as for scientific analysis of that information. Such discussions among users have been found to be effective in pr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a8040aa14804bb31861593da8803319f
https://doi.org/10.1109/bigdata50022.2020.9378092

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Mining Text in Incident Repositories: Experiences and Perspectives on Adopting Machine Learning Solutions in Practice

Autor: Janardan Misra, Sanjay Podder

Publikováno v: ASE Workshops

Machine learning based data-driven solutions have potential to significantly improve quality of incident management process and make it cost effective. We present our experiences while addressing a spectrum of interrelated problems encountered in pra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3ca9718972ba8b8dddae5eb17cd35920
https://doi.org/10.1109/asew.2019.00039

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Designing Data-Driven Solutions to Societal Problems: Challenges and Approaches

Autor: Divya Rawat, Sanjay Podder, Janardan Misra

Publikováno v: ECML PKDD 2018 Workshops ISBN: 9783030134525
Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML

Deciding effective and timely preventive measures to address societal problems is a difficult challenge. Societal problems tend to be inherently complex, affect the bottom of the socio-economic pyramid, and have wider spread across populations and ge

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ced0d315607a6e37c2cd13ceddac7336
https://doi.org/10.1007/978-3-030-13453-2_11

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A simplification of a real-time verification problem

Autor: Indranil Saha, Janardan Misra, Suman Roy

Publikováno v: Software Testing, Verification and Reliability. 26:548-571

We revisit the problem of real-time verification with dense-time dynamics using timeout and calendar-based models and simplify this to a finite state verification problem. We introduce a specification formalism for these models and capture their beha

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f0cf8b8997fb0b47d83bc36725cc4669
https://doi.org/10.1002/stvr.1622

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Data-Driven Application Maintenance: Experience from the Trenches

Autor: Janardan Misra, Divya Rawat, Sanjay Podder, Milind Savagaonkar, Shubhashis Sengupta

Publikováno v: SER&IP@ICSE

In this paper we present our experience during design, development, and pilot deployments of a data-driven machine learning based application maintenance solution. We implemented a proof of concept to address a spectrum of interrelated problems encou

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::42aeae3b915448690d5eefa747d47b3a
https://doi.org/10.1109/ser-ip.2017..8

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A decidable timeout-based extension of linear temporal logic

Autor: Janardan Misra, Suman Roy

Publikováno v: Journal of Applied Non-Classical Logics. 24:262-291

We develop a timeout extension of propositional linear temporal logic (which we call ToLTL) to specify timing properties of timeout-based models of real-time systems. A timeout is used to model the execution of an action marking the end of a delay. W

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::914b023e36886fefaf0ea94ceded0351
https://doi.org/10.1080/11663081.2014.964491

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