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zhang pengfei
zhang pengfei
Machine Learning Engineer, Facebook
在 fb.com 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
1802013
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
712017
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
582017
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
472016
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
452015
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
412020
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
402018
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
352018
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
322011
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
292015
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
252014
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
142018
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
122015
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
102020
Query-based Sensors Selection for Collaborative Wireless Sensor Networks with Stochastic Energy Harvesting
YB Chen, I Nevat, P Zhang, SG Nagarajan, HY Wei
IEEE Internet of Things Journal, 2018
102018
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
102016
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
92015
Maximizing lifetime in clustered WSNs with energy harvesting relay: Profiling and modeling
P Zhang, HP Tan, G Xiao, Y Yu
2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor …, 2015
8*2015
Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease
W Fruehwirt, M Gerstgrasser, P Zhang, L Weydemann, M Waser, ...
arXiv preprint arXiv:1711.08359, 2017
72017
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
72017
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