Ajinkya Prabhune

According to our database, Ajinkya Prabhune authored at least 22 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Explaining Anomalies in Industrial Multivariate Time-series Data with the help of eXplainable AI.

Sarthak Manas Tripathy, Ashish Chouhan, Marcel Dix, Arzam Kotriwala, Benjamin Klöpper, Ajinkya Prabhune

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

An AI-based Alarm Prediction in Industrial Process Control Systems.

Marcel Dix, Ashish Chouhan, Madhushree Sinha, Akhil Singh, Suraj Bhattarai, Shweta Narkhede, Ajinkya Prabhune

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021

BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications.

John Joy Kurian, Marcel Dix, Ido Amihai, Glenn Ceusters, Ajinkya Prabhune

Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

Anomaly detection in the time-series data of industrial plants using neural network architectures.

Marcel Dix, Ashish Chouhan, Srishti Ganguly, Sripada Pradhan, Devika Saraswat, Surbhi Agrawal, Ajinkya Prabhune

Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

HTIE: A Hierarchical Task Identification Framework for E-mails.

Ashish Chouhan, Venkata Siva Rami Reddy Sangireddy, Sarath Kumar Sridharababu, Syed Sameer Iqbal Fatmi, Dinesh Kumar Selvaraj, Anil Kumar Kanasani, Christoph Schneider, Florian Knupp, Iuliia Tumanova, Ajinkya Prabhune

Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

Shotifier: A Binary Shot Conversion Classifier Pipeline for Football Forwards.

Ashish Chouhan, Ajinkya Prabhune, Ankit Raj, Darshan Chandra, Sindhu Subramanya, Mahaveer Asangi, Sree Ganesh Thottempudi

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

I-Mouse: A Framework for Player Assistance in Adaptive Serious Games.

Riya Lalwani, Ashish Chouhan, Varun John, Prashant Sonar, Aakash Mahajan, Naresh Pendyala, Alexander Streicher, Ajinkya Prabhune

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020

EnFVe: An Ensemble Fact Verification Pipeline.

John Joy Kurian, Deborah Zenobia Rachael Menezes, Avinash Ronanki, Gaurang Sharma, Sandeep Krishna Prasad, Ashish Chouhan, Ajinkya Prabhune

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

User Assistance for Serious Games Using Hidden Markov Model.

Vivek Yadav, Alexander Streicher, Ajinkya Prabhune

Proceedings of the Addressing Global Challenges and Quality Education, 2020

Classifying Cognitive Load for a Proactive In-car Voice Assistant.

Maria Schmidt, Ojashree Bhandare, Ajinkya Prabhune, Wolfgang Minker, Steffen Werner

Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

DWreck: A Data Wrecker Framework for Generating Unclean Datasets.

Ashish Chouhan, Ajinkya Prabhune, Paneesh Prabhuraj, Hitesh Chaudhari

Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

2019

The MASi repository service - Comprehensive, metadata-driven and multi-community research data management.

Richard Grunzke, Volker Hartmann, Thomas Jejkal, Helen Kollai, Ajinkya Prabhune, Hendrik Herold, Aline Deicke, Christiane Dressler, Julia Dolhoff, Julia Stanek, Alexander Hoffmann, Ralph Müller-Pfefferkorn, Torsten Schrade, Gotthard Meinel, Sonja Herres-Pawlis, Wolfgang E. Nagel

Future Gener. Comput. Syst., 2019

FIF: A NLP-based Feature Identification Framework for Data Warehouses.

Ajinkya Prabhune, Ashish Chouhan

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

2018

Generic and adaptive metadata management framework for scientific data repositories.

Ajinkya Prabhune

PhD thesis, 2018

P-PIF: a ProvONE provenance interoperability framework for analyzing heterogeneous workflow specifications and provenance traces.

Ajinkya Prabhune, Aaron Zweig, Rainer Stotzka, Jürgen Hesser, Michael Gertz

Distributed Parallel Databases, 2018

MetaStore: an adaptive metadata management framework for heterogeneous metadata models.

Ajinkya Prabhune, Rainer Stotzka, Vaibhav Sakharkar, Jürgen Hesser, Michael Gertz

Distributed Parallel Databases, 2018

2017

Towards a metadata-driven multi-community research data management service.

Richard Grunzke, Volker Hartmann, Thomas Jejkal, Ajinkya Prabhune, Hendrik Herold, Aline Deicke, Alexander Hoffmann, Torsten Schrade, Gotthard Meinel, Sonja Herres-Pawlis, Rainer Stotzka, Wolfgang E. Nagel

PeerJ Prepr., 2017

Managing Provenance for Medical Datasets - An Example Case for Documenting the Workflow for Image Processing.

Ajinkya Prabhune, Rainer Stotzka, Michael Gertz, Lei Zheng, Jürgen Hesser

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Prov2ONE: An Algorithm for Automatically Constructing ProvONE Provenance Graphs.

Ajinkya Prabhune, Aaron Zweig, Rainer Stotzka, Michael Gertz, Jürgen Hesser

Proceedings of the Provenance and Annotation of Data and Processes, 2016

MetaStore: A metadata framework for scientific data repositories.

Ajinkya Prabhune, Hasebullah Ansari, Anil Keshav, Rainer Stotzka, Michael Gertz, Jürgen Hesser

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Software workflow for the automatic tagging of medieval manuscript images (SWATI).

Swati Chandna, Danah Tonne, Thomas Jejkal, Rainer Stotzka, Celia Krause, Philipp Vanscheidt, Hannah Busch, Ajinkya Prabhune

Proceedings of the Document Recognition and Retrieval XXII, 2015

An Optimized Generic Client Service API for Managing Large Datasets within a Data Repository.

Ajinkya Prabhune, Rainer Stotzka, Thomas Jejkal, Volker Hartmann, Margund Bach, Eberhard Schmitt, Michael Hausmann, Jürgen Hesser

Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015