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Saideep Nannapaneni

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2020 – today

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2023
[j7]
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Ramkumar Harikrishnakumar, Saideep Nannapaneni:
Forecasting Bike Sharing Demand Using Quantum Bayesian Network. Expert Syst. Appl. 221: 119749 (2023)
2022
[c19]
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Ramkumar Harikrishnakumar, Syed Farhan Ahmad, Saideep Nannapaneni:
Comparing Quantum Optimization Solvers for Rebalancing Analysis of Bike Sharing System. QCE 2022: 753-755
2021
[j6]
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Sima Esfandiarpour Borujeni, Saideep Nannapaneni, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Quantum circuit representation of Bayesian networks. Expert Syst. Appl. 176: 114768 (2021)
[j5]
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Saideep Nannapaneni, Sankaran Mahadevan, Abhishek Dubey, Yung-Tsun Tina Lee:
Online monitoring and control of a cyber-physical manufacturing process under uncertainty. J. Intell. Manuf. 32(5): 1289-1304 (2021)
[c18]
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Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade, Hemant Purohit, Saideep Nannapaneni, Abhishek Dubey:
Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services. ICDM 2021: 1318-1323
[c17]
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Ramkumar Harikrishnakumar, Saideep Nannapaneni:
Smart Rebalancing for Bike Sharing Systems using Quantum Approximate Optimization Algorithm. ITSC 2021: 2257-2263
[c16]
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Ramkumar Harikrishnakumar, Sima Esfandiarpour Borujeni, Syed Farhan Ahmad, Saideep Nannapaneni:
Rebalancing Bike Sharing Systems under Uncertainty using Quantum Bayesian Networks. QCE 2021: 461-462
[i6]
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  - journals/corr/abs-2112-02012
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Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade, Hemant Purohit, Saideep Nannapaneni, Abhishek Dubey:
Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services. CoRR abs/2112.02012 (2021)
2020
[j4]
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Saideep Nannapaneni, Sankaran Mahadevan:
Probability-space surrogate modeling for fast multidisciplinary optimization under uncertainty. Reliab. Eng. Syst. Saf. 198: 106896 (2020)
[c15]
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Ramkumar Harikrishnakumar, Sima Esfandiarpour Borujeni, Alok Dand, Saideep Nannapaneni:
A Quantum Bayesian Approach for Bike Sharing Demand Prediction. IEEE BigData 2020: 2401-2409
[c14]
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  - conf/isorc/MaruNK20
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Vatsal Maru, Saideep Nannapaneni, Krishna Krishnan:
Internet of Things based Cyber-Physical System framework for Real-Time Operations. ISORC 2020: 146-147
[c13]
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  - conf/isorc/MadhuHNK20
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Ajaykrishna Madhu, Ramkumar Harikrishnakumar, Saideep Nannapaneni, Krishna Krishnan:
Real-Time Event-Based Dynamic Multi-Facility Vehicle Rerouting. ISORC 2020: 152-153
[c12]
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  - conf/qce/BorujeniNNBS20
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Sima Esfandiarpour Borujeni, Nam H. Nguyen, Saideep Nannapaneni, Elizabeth C. Behrman, James Edward Steck:
Experimental evaluation of quantum Bayesian networks on IBM QX hardware. QCE 2020: 372-378
[c11]
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  - conf/webi/SenarathNPD20
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Yasas Senarath, Saideep Nannapaneni, Hemant Purohit, Abhishek Dubey:
Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion. WI/IAT 2020: 187-194
[i5]
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  - journals/corr/abs-2004-14803
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Sima Esfandiarpour Borujeni, Saideep Nannapaneni, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Quantum circuit representation of Bayesian networks. CoRR abs/2004.14803 (2020)
[i4]
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  - journals/corr/abs-2005-12474
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Sima Esfandiarpour Borujeni, Nam H. Nguyen, Saideep Nannapaneni, Elizabeth C. Behrman, James Edward Steck:
Experimental evaluation of quantum Bayesian networks on IBM QX hardware. CoRR abs/2005.12474 (2020)
[i3]
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  - journals/corr/abs-2005-12478
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Ramkumar Harikrishnakumar, Saideep Nannapaneni, Nam H. Nguyen, James Edward Steck, Elizabeth C. Behrman:
A Quantum Annealing Approach for Dynamic Multi-Depot Capacitated Vehicle Routing Problem. CoRR abs/2005.12478 (2020)
[i2]
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  - journals/corr/abs-2011-05440
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Yasas Senarath, Saideep Nannapaneni, Hemant Purohit, Abhishek Dubey:
Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion. CoRR abs/2011.05440 (2020)

2010 – 2019

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2019
[c10]
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  - conf/bigdataconf/BorujeniHN19
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Sima Esfandiarpour Borujeni, Ramkumar Harikrishnakumar, Saideep Nannapaneni:
Quantum Grover search-based optimization for innovative material discovery. IEEE BigData 2019: 4486-4489
[c9]
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  - conf/cpsweek/NannapaneniD19
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Saideep Nannapaneni, Abhishek Dubey:
Towards demand-oriented flexible rerouting of public transit under uncertainty. SCOPE@CPSIoTWeek 2019: 35-40
[c8]
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  - conf/icmla/Harikrishnakumar19
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Ramkumar Harikrishnakumar, Alok Dand, Saideep Nannapaneni, Krishna Krishnan:
Supervised Machine Learning Approach for Effective Supplier Classification. ICMLA 2019: 240-245
[c7]
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  - conf/isorc/RamakrishnaDBHM19
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Shreyas Ramakrishna, Abhishek Dubey, Matthew P. Burruss, Charles Hartsell, Nagabhushan Mahadevan, Saideep Nannapaneni, Aron Laszka, Gabor Karsai:
Augmenting Learning Components for Safety in Resource Constrained Autonomous Robots. ISORC 2019: 108-117
[c6]
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  - conf/robio/YanNH19
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Fujian Yan, Saideep Nannapaneni, Hongsheng He:
Robotic Scene Understanding by Using a Dictionary. ROBIO 2019: 895-900
[i1]
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  - journals/corr/abs-1902-02432
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Shreyas Ramakrishna, Abhishek Dubey, Matthew P. Burruss, Charles Hartsell, Nagabhushan Mahadevan, Saideep Nannapaneni, Aron Laszka, Gabor Karsai:
Augmenting Learning Components for Safety in Resource Constrained Autonomous Robots. CoRR abs/1902.02432 (2019)
2018
[j3]
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  - journals/tcps/PradhanDKNGMSL18
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Subhav Pradhan, Abhishek Dubey, Shweta Khare, Saideep Nannapaneni, Aniruddha S. Gokhale, Sankaran Mahadevan, Douglas C. Schmidt, Martin Lehofer:
CHARIOT: Goal-Driven Orchestration Middleware for Resilient IoT Systems. ACM Trans. Cyber Phys. Syst. 2(3): 16:1-16:37 (2018)
2017
[j2]
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  - journals/aiedam/HuNM17
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Zhen Hu, Saideep Nannapaneni, Sankaran Mahadevan:
Efficient Kriging surrogate modeling approach for system reliability analysis. Artif. Intell. Eng. Des. Anal. Manuf. 31(2): 143-160 (2017)
[c5]
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  - conf/uic/NannapaneniDM17
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Saideep Nannapaneni, Abhishek Dubey, Sankaran Mahadevan:
Performance evaluation of smart systems under uncertainty. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8
[c4]
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  - conf/uic/PettetNSDB17
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Geoffrey Pettet, Saideep Nannapaneni, Benjamin Stadnick, Abhishek Dubey, Gautam Biswas:
Incident analysis and prediction using clustering and Bayesian network. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8
2016
[j1]
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Saideep Nannapaneni, Sankaran Mahadevan:
Reliability analysis under epistemic uncertainty. Reliab. Eng. Syst. Saf. 155: 9-20 (2016)
[c3]
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  - conf/smartcomp/NannapaneniMPD16
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Saideep Nannapaneni, Sankaran Mahadevan, Subhav Pradhan, Abhishek Dubey:
Towards Reliability-Based Decision Making in Cyber-Physical Systems. SMARTCOMP 2016: 1-6
2015
[c2]
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  - conf/bigdataconf/NannapaneniMLNR15
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Saideep Nannapaneni, Sankaran Mahadevan, David Lechevalier, Anantha Narayanan, Sudarsan Rachuri:
Automated uncertainty quantification analysis using a system model and data. IEEE BigData 2015: 1408-1417
2014
[c1]
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  - conf/bigdataconf/NannapaneniM14
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Saideep Nannapaneni, Sankaran Mahadevan:
Uncertainty quantification in performance evaluation of manufacturing processes. IEEE BigData 2014: 996-1005

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