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Antorweep Chakravorty

Førsteamanuensis

Det teknisk- naturvitenskapelige fakultet

Institutt for data- og elektroteknologi
KE E-425
Publications
  • Vitenskapelige publikasjoner
    • Mehdipourpirbazari, Aida; Sharma, Ekanki; Chakravorty, Antorweep; Elmenreich, Wilfreid; Chunming, Rong

      (2021)

      An Ensemble Approach for Multi-Step Ahead Energy Forecasting of Household Communities.

      IEEE Access

      ISSN 2169-3536.

      Volum 9.

      s.36218 -36240.

      DOI: 10.1109/ACCESS.2021.3063066

    • Mehdipourpirbazari, Aida; Farmanbar, Mina; Chakravorty, Antorweep; Chunming, Rong

      (2020)

      Short-Term Load Forecasting Using Smart Meter Data: A Generalization Analysis.

      Processes

      ISSN 2227-9717.

      Volum 8.

      Hefte 4.

      DOI: 10.3390/pr8040484

    • Jaiswal, Rituka; Chakravorty, Antorweep; Chunming, Rong

      (2020)

      Distributed Fog Computing Architecture for Real-Time Anomaly Detection in Smart Meter Data. I: 2020 IEEE Sixth International Conference on Big Data Computing Service and Applications - BigDataService 2020, 3-6 August 2020, Oxford, United Kingdom: proceedings.

      IEEE

      ISBN 978-1-7281-7022-0.

      s.1-8.

      DOI: 10.1109/BigDataService49289.2020.00009

    • Karandikar, Nikita Rajendra; Chakravorty, Antorweep; Chunming, Rong

      (2020)

      RenewLedger : Renewable energy management powered by Hyperledger Fabric.

      Proceedings of the IEEE Symposium on Computers and Communications

      ISSN 1530-1346.

      Volum 2020-.

      DOI: 10.1109/ISCC50000.2020.9219651

    • Heghedus, Cristina Viorica; Chakravorty, Antorweep; Chunming, Rong

      (2020)

      Deep learning for short-term energy load forecasting using influential factors. I: Engineering assets and public infrastructures in the age of digitalization : Proceedings of the 13th world congress on engineering asset management.

      Springer

      ISBN 9783030480202.

      s.937-945.

      DOI: 10.1007/978-3-030-48021-9_104

    • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong

      (2020)

      Household energy consumption prediction using evolutionary ensemble neural network. I: Engineering assets and public infrastructures in the age of digitalization : Proceedings of the 13th world congress on engineering asset management.

      Springer

      ISBN 9783030480202.

      s.923-931.

      DOI: 10.1007/978-3-030-48021-9_102

    • Therese Jose, Dhanya; Chakravorty, Antorweep; Chunming, Rong

      (2020)

      Distributed computational framework in TOTEM architecture enabled by blockchain. I: 15th International conference on computer science and education (ICCSE 2020) August 18-20 Online.

      IEEE

      ISBN 9781728172675.

      s.83-88.

      DOI: 10.1109/ICCSE49874.2020.9201683

    • Mehdipourpirbazari, Aida; Farmanbar, Mina; Chakravorty, Antorweep; Chunming, Rong

      (2020)

      Improving Load Forecast Accuracy of Households Using Load Disaggregation Techniques. I: 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics).

      IEEE

      ISBN 978-1-7281-7647-5.

      s.843-851.

      DOI: 10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics50389.2020.00140

    • Prodan, Radu; Saurabh, Nishant; Zhao, Zhiming; Orton-Johnson, Kate; Chakravorty, Antorweep; Karadimce, Aleksandar; Ulisses, Alexandre

      (2020)

      ARTICONF: Towards a Smart Social Media Ecosystem in a Blockchain Federated Environment. I: Euro-Par 2019: Parallel Processing Workshops: Euro-Par 2019 International Workshops, Göttingen, Germany, August 26–30, 2019, Revised Selected Papers.

      Springer Nature

      ISBN 978-3-030-48339-5.

      s.417-428.

      DOI: 10.1007/978-3-030-48340-1_32

    • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong

      (2019)

      Evolutionary Ensemble LSTM based Household Peak Demand Prediction. I: Artificial Intelligence in Information and Communication (ICAIIC), International Conference on.

      IEEE

      ISBN 978-1-5386-7822-0.

      s.375-380.

      DOI: 10.1109/ICAIIC.2019.8668971

    • Therese Jose, Dhanya; Chakravorty, Antorweep; Chunming, Rong

      (2019)

      TOTEM : Token for controlled computation: Integrating Blockchain with Big Data. I: 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT).

      IEEE

      ISBN 978-1-5386-5906-9.

      DOI: 10.1109/ICCCNT45670.2019.8944855

    • Karandikar, Nikita Rajendra; Chakravorty, Antorweep; Chunming, Rong

      (2019)

      Transactive Energy on Hyperledger Fabric. I: 2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS).

      IEEE

      ISBN 978-1-7281-2949-5.

      s.539-546.

      DOI: 10.1109/IOTSMS48152.2019.8939271

    • Mehdipourpirbazari, Aida; Chakravorty, Antorweep; Chunming, Rong

      (2019)

      Evaluating Feature Selection Methods for Short-Term Load Forecasting. I: 2019 IEEE International Conference on Big Data and Smart Computing (BigComp).

      Curran Associates, Inc.

      ISBN 978-1-5386-7789-6.

      DOI: 10.1109/BIGCOMP.2019.8679188

    • Heghedus, Cristina Viorica; Segarra, Santiago; Chakravorty, Antorweep; Rong, Chunming

      (2019)

      Neural Network Architectures for Electricity Consumption Forecasting. I: 2019 IEEE International Congress on Cybermatics.

      IEEE

      ISBN 978-1-7281-2980-8.

      s.776-783.

      DOI: 10.1109/iThings/GreenCom/CPSCom/SmartData.2019.00143

    • Heghedus, Cristina Viorica; Chakravorty, Antorweep; Rong, Chunming

      (2019)

      Neural Network Frameworks. Comparison on Public Transportation Prediction. I: 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops .

      IEEE

      ISBN 978-1-5386-5555-9.

      s.842-849.

      DOI: 10.1109/IPDPSW.2019.00138

    • 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.

      Volum 19.

      Hefte 3.

      s.1-19.

      DOI: 10.3390/s19030721

    • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong

      (2018)

      Household EV Charging Demand Prediction Using Machine and Ensemble Learning. I: IEEE International Conference on Energy Internet .

      IEEE

      ISBN 978-1-5386-4131-6.

      s.163-168.

      DOI: 10.1109/ICEI.2018.00037

    • Heghedus, Cristina Viorica; Chakravorty, Antorweep; Chunming, Rong

      (2018)

      Energy Informatics Applicability; Machine Learning and Deep Learning. I: Big Data, Cloud Computing, Data Science and Engineering.

      IEEE

      ISBN 978-1-5386-5605-1.

      s.97-101.

      DOI: 10.1109/BCD2018.2018.00023

    • Heghedus, Cristina Viorica; Chakravorty, Antorweep; Chunming, Rong

      (2018)

      Energy Load Forecasting Using Deep Learning. I: IEEE International Conference on Energy Internet .

      IEEE

      ISBN 978-1-5386-4131-6.

      s.146-151.

      DOI: 10.1109/ICEI.2018.00-23

    • Chakravorty, Antorweep; Chunming, Rong; Jayaram, K.R.; Tao, Shu

      (2017)

      Scalable, Efficient Anonymization with INCOGNITO - Framework & Algorithm. I: 2017 IEEE International Congress on Big Data (BigData Congress).

      IEEE

      ISBN 978-1-5386-1996-4.

      s.39-48.

      DOI: 10.1109/BigDataCongress.2017.15

    • Chakravorty, Antorweep; Chunming, Rong

      (2017)

      Ushare: user controlled social media based on blockchain. I: 11th ACM International Conference on Ubiquitous Information Management and Communication (ACM IMCOM).

      Association for Computing Machinery (ACM)

      ISBN 978-1-4503-4888-1.

      DOI: 10.1145/3022227.3022325

    • Agrawal, Bikash; Chakravorty, Antorweep; Wiktorski, Tomasz; Chunming, Rong

      (2016)

      Enrichment of Machine Learning based Activity Classification in Smart Homes using Ensemble Learning. I: Proceedings of the 9th International Conference on Utility and Cloud Computing.

      Association for Computing Machinery (ACM)

      ISBN 978-1-4503-4616-0.

      s.196-201.

      DOI: 10.1145/2996890.3007861

    • 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.

      Volum 2015-February.

      Hefte February.

      s.970-975.

      DOI: 10.1109/CloudCom.2014.84

    • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming

      (2014)

      A Scalable K-Anonymization Solution for Preserving Privacy in an Aging-in-Place Welfare Intercloud. I: Proceedings of IEEE International Conference on Cloud Engineering (IC2E 2014); 10–14 March 2014, Boston, Massachusetts.

      IEEE

      ISBN 978-1-4799-3766-0.

      s.424-431.

      DOI: 10.1109/IC2E.2014.43

    • Chakravorty, Antorweep; Rong, Chunming; Evensen, Pål; Wlodarczyk, Tomasz Wiktor

      (2014)

      A Distributed Gaussian-Means Clustering Algorithm for Forecasting Domestic Energy Usage. I: Proceedings of 2014 International Conference on Smart Computing (SMARTCOMP 2014); 3-5 November 2014 Hong Kong, China.

      IEEE

      ISBN 978-1-4799-5711-8.

      s.229-236.

      DOI: 10.1109/smartcomp.2014.7043863

    • Agrawal, Bikash; Chakravorty, Antorweep; Rong, Chunming; Wlodarczyk, Tomasz Wiktor

      (2014)

      R2Time: a framework to analyse OpenTSDB timeseries data in HBase. I: CloudCom 2014, IEEE 6th International Conference on Cloud Computing Technology and Science, Singapore, 15-18. December, 2014 .

      IEEE

      ISBN 978-1-4799-4093-6.

      s.970-975.

      DOI: 10.1109/CloudCom.2014.84

    • Rong, Chunming; Zhou, Quan; Chakravorty, Antorweep

      (2013)

      On Access Control Schemes for Hadoop Data Storage. I: Proceedings International Conference on Cloud Computing and Big Data.

      IEEE

      ISBN 978-1-4799-2830-9.

    • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming

      (2013)

      Privacy Preserving Data Analytics for Smart Homes. I: Security and Privacy Workshops (SPW), 2013 IEEE.

      IEEE

      ISBN 978-1-4799-0458-7.

      s.23-27.

      DOI: 10.1109/SPW.2013.22

    • Rong, Chunming; Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor

      (2013)

      A map reduce based K-anonymization solution for sharing of smart home data. I: Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013.

      Akademika forlag

      ISBN 978-82-321-0366-9.

      s.70-75.

    • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming

      (2013)

      Safer@Home Analytics: a Big Data Analytical Solution for Smart Homes. I: 2013 IEEE International Conference on Cloud Computing Technology and Science.

      IEEE

      ISBN 978-0-7695-5095-4.

      s.705-710.

      DOI: 10.1109/CloudCom.2013.129

    • Therese Jose, Dhanya; Chunming, Rong; Chakravorty, Antorweep

      (2012)

      Distributed computational framework in TOTEM architecture enabled by blockchain . I: Computer Science & Education (ICCSE), 2012 7th International Conference on.

      IEEE conference proceedings

      DOI: 10.1109/ICCSE49874.2020.9201683

  • Bøker og kapitler
    • 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.

      Hefte na.

  • Formidling
    • Mehdipourpirbazari, Aida; Farmanbar, Mina; Chakravorty, Antorweep; Chunming, Rong

      (2020)

      Improving load forecast accuracy of households using load disaggregation techniques.

    • Heghedus, Cristina Viorica; Chakravorty, Antorweep; Chunming, Rong

      (2018)

      Deep Learning For Short-Term Energy Load Forecasting Using Influential Factors.

    • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong

      (2018)

      Household EV Charging Demand Prediction Using Machine and Ensemble Learning.

    • Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong

      (2018)

      Household Energy Consumption Prediction using Evolutionary Ensemble Neural Network.

    • Chakravorty, Antorweep

      (2017)

      Ushare: user controlled social media based on blockchain.

    • Chakravorty, Antorweep; Chunming, Rong

      (2017)

      Ushare: user controlled social media based on blockchain.

    • Agrawal, Bikash; Chakravorty, Antorweep; Wiktorski, Tomasz; Chunming, Rong

      (2016)

      Enrichment of Machine Learning based Activity Classification in Smart Homes using Ensemble Learning.

    • Chakravorty, Antorweep

      (2014)

      Spørsmål om Smarthus.

      Teknisk Ukeblad

      ISSN 0040-2354.

      Volum 161.

      Hefte 21.

    • Chakravorty, Antorweep

      (2014)

      Smart eller overvåket?.

    • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming

      (2014)

      A Scalable K-Anonymization Solution for Preserving Privacy in an Aging-in-Place Welfare Intercloud.

    • Chakravorty, Antorweep; Rong, Chunming; Evensen, Pål; Wlodarczyk, Tomasz Wiktor

      (2014)

      A Distributed Gaussian-Means Clustering Algorithm for Forecasting Domestic Energy Usage.

    • Chakravorty, Antorweep

      (2014)

      Amerikanere hyller norsk student-idé.

    • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming

      (2013)

      A MapReduce based K-Anonymization Solution for Sharing of Smart Home Data.

    • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming

      (2013)

      Safer@Home Analytics: a Big Data Analytical Solution for Smart Homes.

    • Chakravorty, Antorweep; Wlodarczyk, Tomasz Wiktor; Rong, Chunming

      (2013)

      Privacy Preserving Data Analytics for Smart Homes.

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