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ORCIDFarrokh Jazizadeh
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2020 – today
- 2023
[c14]Mostafa Meimand
, Vanshaj Khattar, Zahra Yazdani, Farrokh Jazizadeh, Ming Jin:
TUNEOPT: An Evolutionary Reinforcement Learning HVAC Controller For Energy-Comfort Optimization Tuning. BuildSys 2023: 265-268- 2022
- [j10]Omobolanle O. Ogunseiju, Nihar J. Gonsalves, Abiola A. Akanmu, Diana Bairaktarova, Doug A. Bowman, Farrokh Jazizadeh:
Mixed reality environment for learning sensing technology applications in Construction: A usability study. Adv. Eng. Informatics 53: 101637 (2022) - [i4]Mahsa Pahlavikhah Varnosfaderani, Arsalan Heydarian, Farrokh Jazizadeh:
Using Statistical Models to Detect Occupancy in Buildings through Monitoring VOC, CO2, and other Environmental Factors. CoRR abs/2203.04750 (2022) - [i3]Yueyan Gu, Farrokh Jazizadeh:
DEGAN: Time Series Anomaly Detection using Generative Adversarial Network Discriminators and Density Estimation. CoRR abs/2210.02449 (2022) - 2021
- [j9]Milad Afzalan, Farrokh Jazizadeh, Hoda Eldardiry:
Two-Stage Clustering of Household Electricity Load Shapes for Improved Temporal Pattern Representation. IEEE Access 9: 151667-151680 (2021) - 2020
- [j8]Milad Afzalan, Farrokh Jazizadeh:
A Machine Learning Framework to Infer Time-of-Use of Flexible Loads: Resident Behavior Learning for Demand Response. IEEE Access 8: 111718-111730 (2020) - [j7]Milad Afzalan, Farrokh Jazizadeh:
Data-Driven Identification of Consumers With Deferrable Loads for Demand Response Programs. IEEE Embed. Syst. Lett. 12(2): 54-57 (2020) - [i2]Milad Afzalan, Farrokh Jazizadeh, Hoda Eldardiry:
Two-stage building energy consumption clustering based on temporal and peak demand patterns. CoRR abs/2008.04293 (2020)
2010 – 2019
- 2019
- [j6]Milad Afzalan, Farrokh Jazizadeh:
Indoor Positioning Based on Visible Light Communication: A Performance-based Survey of Real-world Prototypes. ACM Comput. Surv. 52(2): 35:1-35:36 (2019) - [j5]Milad Afzalan, Farrokh Jazizadeh:
An automated spectral clustering for multi-scale data. Neurocomputing 347: 94-108 (2019) - [j4]Wooyoung Jung, Farrokh Jazizadeh, Thomas E. Diller:
Heat Flux Sensing for Machine-Learning-Based Personal Thermal Comfort Modeling. Sensors 19(17): 3691 (2019) - [c13]Farnaz Khaghani, Armin Rahimi-Golkhandan, Farrokh Jazizadeh, Michael J. Garvin:
Urban Transportation System Resilience and Diversity Coupling using Large-scale Taxicab GPS Data. BuildSys 2019: 165-168 - [c12]Milad Afzalan, Farrokh Jazizadeh:
Semantic search in household energy consumption segmentation through descriptive characterization. BuildSys 2019: 263-266 - [i1]Milad Afzalan, Farrokh Jazizadeh:
An Automated Spectral Clustering for Multi-scale Data. CoRR abs/1902.01990 (2019) - 2018
- [c11]Farrokh Jazizadeh, Milad Afzalan, Burcin Becerik-Gerber, Lucio Soibelman:
EMBED: A Dataset for Energy Monitoring through Building Electricity Disaggregation. e-Energy 2018: 230-235 - [c10]Milad Abedi, Farrokh Jazizadeh, Bert Huang, Francine Battaglia:
Smart HVAC Systems - Adjustable Airflow Direction. EG-ICE 2018: 193-209 - [c9]Wooyoung Jung, Farrokh Jazizadeh:
Multi-occupancy Indoor Thermal Condition Optimization in Consideration of Thermal Sensitivity. EG-ICE 2018: 232-242 - [c8]Milad Afzalan, Farrokh Jazizadeh:
Efficient integration of smart appliances for demand response programs. BuildSys 2018: 29-32 - 2017
- [c7]Farnaz Khaghani, Farrokh Jazizadeh:
Resilience in urban transportation: towards a participatory sensing-based framework. BuildSys 2017: 15:1-15:4 - [c6]Wooyoung Jung, Farrokh Jazizadeh:
Towards integration of doppler radar sensors into personalized thermoregulation-based control of HVAC. BuildSys 2017: 21:1-21:4 - 2016
- [c5]Farrokh Jazizadeh, S. Pradeep:
Can computers visually quantify human thermal comfort?: Short Paper. BuildSys 2016: 95-98 - 2014
- [j3]Farrokh Jazizadeh, Burcin Becerik-Gerber, Mario Berges, Lucio Soibelman:
An unsupervised hierarchical clustering based heuristic algorithm for facilitated training of electricity consumption disaggregation systems. Adv. Eng. Informatics 28(4): 311-326 (2014) - [j2]Farrokh Jazizadeh, Ali Ghahramani, Burcin Becerik-Gerber, Tatiana Kichkaylo, Michael D. Orosz:
Human-Building Interaction Framework for Personalized Thermal Comfort-Driven Systems in Office Buildings. J. Comput. Civ. Eng. 28(1): 2-16 (2014) - 2013
- [j1]Mohammad R. Jahanshahi, Farrokh Jazizadeh, Sami F. Masri, Burcin Becerik-Gerber:
Unsupervised Approach for Autonomous Pavement-Defect Detection and Quantification Using an Inexpensive Depth Sensor. J. Comput. Civ. Eng. 27(6): 743-754 (2013) - [c4]Parisa Mansourifard, Farrokh Jazizadeh, Bhaskar Krishnamachari, Burcin Becerik-Gerber:
Online Learning for Personalized Room-Level Thermal Control: A Multi-Armed Bandit Framework. BuildSys@SenSys 2013: 20:1-20:8 - 2012
- [c3]Jun-young Kwak, Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe, Farrokh Jazizadeh, Geoffrey Kavulya, Laura Klein, Burcin Becerik-Gerber, Timothy Hayes, Wendy Wood:
SAVES: a sustainable multiagent application to conserve building energy considering occupants. AAMAS 2012: 21-28 - [c2]Jun-young Kwak, Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe, Farrokh Jazizadeh, Geoffrey Kavulya, Laura Klein, Burcin Becerik-Gerber, Timothy Hayes, Wendy Wood:
Sustainable multiagent application to conserve energy (demonstration). AAMAS 2012: 1455-1456 - [c1]Farrokh Jazizadeh, Burcin Becerik-Gerber:
Toward adaptive comfort management in office buildings using participatory sensing for end user driven control. BuildSys@SenSys 2012: 1-8
Coauthor Index
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