Et profilbilde

Associate Professor
Antorweep Chakravorty { "honorific-suffix": "Associate Professor", "fn": "Antorweep Chakravorty", "tel": "", "email": "antorweep.chakravorty@uis.no" }

Faculty Faculty of Science and Technology
Department Department of Electrical Engineering and Computer Science
Room KE E-425

Research fields

Selected publications

Research in progress

Work experience

Scientific publications (from Cristin)

  • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong (2019). Evolutionary Ensemble LSTM based Household Peak Demand Prediction. In: Artificial Intelligence in Information and Communication (ICAIIC), International Conference on. IEEE. ISBN 978-1-5386-7822-0.
  • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong (2019). Household Power Demand Prediction Using Evolutionary Ensemble Neural Network Pool with Multiple Network Structures. Sensors. ISSN 1424-8220. Volume 19. Booklet 3. p. 1-19. DOI: 10.3390/s19030721.
  • Mehdipourpirbazari, Aida; Chakravorty, Antorweep; Chunming, Rong (2019). Evaluating Feature Selection Methods for Short-Term Load Forecasting. In: 2019 IEEE International Conference on Big Data and Smart Computing (BigComp). Curran Associates, Inc.. ISBN 978-1-5386-7789-6.
  • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong (2018). Household EV Charging Demand Prediction Using Machine and Ensemble Learning. In: IEEE International Conference on Energy Internet. IEEE. ISBN 978-1-5386-4131-6. p. 163-168.
  • Heghedus, Cristina Viorica; Chakravorty, Antorweep; Chunming, Rong (2018). Energy Informatics Applicability; Machine Learning and Deep Learning. In: Big Data, Cloud Computing, Data Science and Engineering. IEEE. ISBN 978-1-5386-5605-1. p. 97-101.
  • Heghedus, Cristina Viorica; Chakravorty, Antorweep; Chunming, Rong (2018). Energy Load Forecasting Using Deep Learning. In: IEEE International Conference on Energy Internet. IEEE. ISBN 978-1-5386-4131-6. p. 146-151.
  • Chakravorty, Antorweep; Chunming, Rong (2017). Ushare: user controlled social media based on blockchain. In: 11th ACM International Conference on Ubiquitous Information Management and Communication (ACM IMCOM). Association for Computing Machinery (ACM). ISBN 978-1-4503-4888-1.
  • Chakravorty, Antorweep; Chunming, Rong; Jayaram, K.R.; Tao, Shu (2017). Scalable, Efficient Anonymization with INCOGNITO - Framework & Algorithm. In: 2017 IEEE International Congress on Big Data (BigData Congress). IEEE. ISBN 978-1-5386-1996-4. p. 39-48.
  • Agrawal, Bikash; Chakravorty, Antorweep; Wiktorski, Tomasz; Chunming, Rong (2016). Enrichment of Machine Learning based Activity Classification in Smart Homes using Ensemble Learning. In: Proceedings of the 9th International Conference on Utility and Cloud Computing. Association for Computing Machinery (ACM). ISBN 978-1-4503-4616-0. p. 196-201.
  • Agrawal, Bikash; Chakravorty, Antorweep; Rong, Chunming; Wlodarczyk, Tomasz Wiktor (2015). R2Time: A framework to analyse open TSDB Time-series data in HBase. IEEE International Conference on Cloud Computing Technology and Science. ISSN 2330-2186. Volume 2015-February. Booklet February. p. 970-975. DOI: 10.1109/CloudCom.2014.84.
  • Agrawal, Bikash; Chakravorty, Antorweep; Rong, Chunming; Wlodarczyk, Tomasz Wiktor (2014). R2Time: a framework to analyse OpenTSDB timeseries data in HBase. In: CloudCom 2014, IEEE 6th International Conference on Cloud Computing Technology and Science, Singapore, 15-18. December, 2014. IEEE. ISBN 978-1-4799-4093-6. p. 970-975.
  • Chakravorty, Antorweep; Rong, Chunming; Evensen, Pål; Wlodarczyk, Tomasz Wiktor (2014). A Distributed Gaussian-Means Clustering Algorithm for Forecasting Domestic Energy Usage. In: Proceedings of 2014 International Conference on Smart Computing (SMARTCOMP 2014); 3-5 November 2014 Hong Kong, China. IEEE. ISBN 978-1-4799-5711-8. p. 229-236.
  • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming (2014). A Scalable K-Anonymization Solution for Preserving Privacy in an Aging-in-Place Welfare Intercloud. In: Proceedings of IEEE International Conference on Cloud Engineering (IC2E 2014); 10–14 March 2014, Boston, Massachusetts. IEEE. ISBN 978-1-4799-3766-0. p. 424-431.
  • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming (2013). Privacy Preserving Data Analytics for Smart Homes. In: Security and Privacy Workshops (SPW), 2013 IEEE. IEEE. ISBN 978-1-4799-0458-7. p. 23-27.
  • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming (2013). Safer@Home Analytics: a Big Data Analytical Solution for Smart Homes. In: 2013 IEEE International Conference on Cloud Computing Technology and Science. IEEE. ISBN 978-0-7695-5095-4. p. 705-710.
  • Rong, Chunming; Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor (2013). A map reduce based K-anonymization solution for sharing of smart home data. In: Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013. Akademika forlag. ISBN 978-82-321-0366-9. p. 70-75.
  • Rong, Chunming; Zhou, Quan; Chakravorty, Antorweep (2013). On Access Control Schemes for Hadoop Data Storage. In: Proceedings International Conference on Cloud Computing and Big Data. IEEE. ISBN 978-1-4799-2830-9.
  • Majchrzak, Tim; Chakravorty, Antorweep (2012). Improving the Compliance of Transplantation Medicine Patients with an Integrated Mobile System. IEEE conference proceedings. ISBN 978-1-4577-1925-7. 10 p.
  • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong (2018). Household EV Charging Demand Prediction Using Machine and Ensemble Learning. 2018-05-21 - 2018-05-25.
  • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong (2018). Household Energy Consumption Prediction using Evolutionary Ensemble Neural Network. 2018-09-24 - 2018-09-26.
  • Heghedus, Cristina Viorica; Chakravorty, Antorweep; Rong, Chunming (2018). Deep Learning For Short-Term Energy Load Forecasting Using Influential Factors. 2018-09-24 - 2018-09-26.
  • Chakravorty, Antorweep (2017). Ushare: user controlled social media based on blockchain. Keio University; 2017-01-10.
  • Chakravorty, Antorweep; Chunming, Rong (2017). Ushare: user controlled social media based on blockchain. 2017-01-05 - 2017-01-07.
  • Agrawal, Bikash; Chakravorty, Antorweep; Wiktorski, Tomasz; Chunming, Rong (2016). Enrichment of Machine Learning based Activity Classification in Smart Homes using Ensemble Learning. 2016-12-06 - 2016-12-09.
  • Chakravorty, Antorweep (2014). Amerikanere hyller norsk student-idé. TV2. [TV]; 2014-10-05.
  • Chakravorty, Antorweep (2014). Smart eller overvåket?. NRK. [TV]; 2014-10-30.
  • Chakravorty, Antorweep (2014). Spørsmål om Smarthus.
  • Chakravorty, Antorweep; Rong, Chunming; Evensen, Pål; Wlodarczyk, Tomasz Wiktor (2014). A Distributed Gaussian-Means Clustering Algorithm for Forecasting Domestic Energy Usage. 2014-11-04.
  • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming (2014). A Scalable K-Anonymization Solution for Preserving Privacy in an Aging-in-Place Welfare Intercloud. 2014-03-11.
  • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming (2013). A MapReduce based K-Anonymization Solution for Sharing of Smart Home Data. 2013-11-18 - 2013-11-20.
  • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming (2013). Privacy Preserving Data Analytics for Smart Homes. 2013-05-23.
  • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming (2013). Safer@Home Analytics: a Big Data Analytical Solution for Smart Homes. 2013-12-02 - 2013-12-05.