zhang pengfei
zhang pengfei
Machine Learning Engineer, Facebook
Verified email at - Homepage
Cited by
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Clustering algorithms for maximizing the lifetime of wireless sensor networks with energy-harvesting sensors
P Zhang, G Xiao, HP Tan
Computer Networks 57 (14), 2689-2704, 2013
Anomaly detection and attribution in networks with temporally correlated traffic
I Nevat, DM Divakaran, SG Nagarajan, P Zhang, L Su, LL Ko, VLL Thing
IEEE/ACM Transactions on Networking 26 (1), 131-144, 2017
SUMOylation inhibitors synergize with FXR agonists in combating liver fibrosis
J Zhou, S Cui, Q He, Y Guo, X Pan, P Zhang, N Huang, C Ge, G Wang, ...
Nature communications 11 (1), 240, 2020
Secure location of things (slot): Mitigating localization spoofing attacks in the internet of things
P Zhang, SG Nagarajan, I Nevat
IEEE Internet of Things Journal 4 (6), 2199-2206, 2017
Geo-spatial location estimation for Internet of Things (IoT) networks with one-way time-of-arrival via stochastic censoring
SG Nagarajan, P Zhang, I Nevat
IEEE Internet of Things Journal 4 (1), 205-214, 2016
Adaptive duty cycling in sensor networks with energy harvesting using continuous-time Markov chain and fluid models
WHR Chan, P Zhang, I Nevat, SG Nagarajan, AC Valera, HX Tan, ...
IEEE Journal on Selected Areas in Communications 33 (12), 2687-2700, 2015
Optimal operation of an energy management system using model predictive control and Gaussian process time-series modeling
J Lee, P Zhang, LK Gan, DA Howey, MA Osborne, A Tosi, S Duncan
IEEE Journal of Emerging and Selected Topics in Power Electronics 6 (4 …, 2018
Spatial field reconstruction and sensor selection in heterogeneous sensor networks with stochastic energy harvesting
P Zhang, I Nevat, GW Peters, F Septier, MA Osborne
IEEE Transactions on Signal Processing 66 (9), 2245-2257, 2018
A preliminary study on lifetime maximization in clustered wireless sensor networks with energy harvesting nodes
P Zhang, G Xiao, HP Tan
2011 8th International Conference on Information, Communications & Signal …, 2011
Event detection in wireless sensor networks in random spatial sensors deployments
P Zhang, I Nevat, GW Peters, G Xiao, HP Tan
IEEE Transactions on Signal Processing 63 (22), 6122-6135, 2015
Data-driven energy management system with Gaussian process forecasting and MPC for interconnected microgrids
LK Gan, PF Zhang, J Lee, MA Osborne, DA Howey
IEEE Transactions on Sustainable Energy 12 (1), 695-704, 2020
Distributed event detection under byzantine attack in wireless sensor networks
P Zhang, JY Koh, S Lin, I Nevat
2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor …, 2014
Silybin alleviates hepatic lipid accumulation in methionine-choline deficient diet-induced nonalcoholic fatty liver disease in mice via peroxisome proliferator-activated receptor α
CUI Shuang, P Xiao-Jie, GE Chao-Liang, GUO Yi-Tong, PF Zhang, ...
Chinese Journal of Natural Medicines 19 (6), 401-411, 2021
Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer's disease severity
W Fruehwirt, AD Cobb, M Mairhofer, L Weydemann, H Garn, R Schmidt, ...
Machine Learning for Health (ML4H) Workshop at NeurIPS 2018, 2018
Halobenzoquinone-mediated assembly of amino acid modified Mn-doped ZnS quantum dots for halobenzoquinones detection in drinking water
Z Jiao, P Zhang, H Chen, J Li, Z Zhong, H Fan, F Cheng
Analytica Chimica Acta 1026, 147-154, 2018
Event detection in sensor networks with non-linear amplifiers via mixture series expansion
P Zhang, I Nevat, GW Peters, L Clavier
IEEE Sensors Journal 16 (18), 6939-6946, 2016
Multimodal fusion for sensor data using stacked autoencoders
P Zhang, X Ma, W Zhang, S Lin, H Chen, AL Yirun, G Xiao
2015 IEEE tenth international conference on intelligent sensors, sensor …, 2015
A sequential modelling approach for indoor temperature prediction and heating control in smart buildings
Y Huang, H Miles, P Zhang
arXiv preprint arXiv:2009.09847, 2020
Multimodal data fusion in sensor networks via copula processes
J Liu, I Nevat, P Zhang, GW Peters
2017 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2017
Adaptive duty cycling in sensor networks via continuous time Markov chain modelling
R Chan, P Zhang, W Zhang, I Nevat, A Valera, HX Tan, N Gautam
2015 IEEE International Conference on Communications (ICC), 6669-6674, 2015
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