Farrokh Jazizadeh

29 papers A 2Journal 15Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Context-aware LLM-based AI Agents for Human-centered Energy Management Systems in Smart Buildings. CoRR Tianzhi He, Farrokh Jazizadeh
2023	—	`conf`	TUNEOPT: An Evolutionary Reinforcement Learning HVAC Controller For Energy-Comfort Optimization Tuning. BuildSys Mostafa Meimand, Vanshaj Khattar, Zahra Yazdani, Farrokh Jazizadeh, Ming Jin
2022	J	`jnl`	DEGAN: Time Series Anomaly Detection using Generative Adversarial Network Discriminators and Density Estimation. CoRR Yueyan Gu, Farrokh Jazizadeh
2022	J	`jnl`	Mixed reality environment for learning sensing technology applications in Construction: A usability study. Adv. Eng. Informatics Omobolanle O. Ogunseiju, Nihar J. Gonsalves, Abiola A. Akanmu, Diana Bairaktarova, Doug A. Bowman, Farrokh Jazizadeh
2022	J	`jnl`	Using Statistical Models to Detect Occupancy in Buildings through Monitoring VOC, CO CoRR Mahsa Pahlavikhah Varnosfaderani, Arsalan Heydarian, Farrokh Jazizadeh
2021	J	`jnl`	Two-Stage Clustering of Household Electricity Load Shapes for Improved Temporal Pattern Representation. IEEE Access Milad Afzalan, Farrokh Jazizadeh, Hoda Eldardiry
2020	J	`jnl`	A Machine Learning Framework to Infer Time-of-Use of Flexible Loads: Resident Behavior Learning for Demand Response. IEEE Access Milad Afzalan, Farrokh Jazizadeh
2020	J	`jnl`	Data-Driven Identification of Consumers With Deferrable Loads for Demand Response Programs. IEEE Embed. Syst. Lett. Milad Afzalan, Farrokh Jazizadeh
2020	J	`jnl`	Two-stage building energy consumption clustering based on temporal and peak demand patterns. CoRR Milad Afzalan, Farrokh Jazizadeh, Hoda Eldardiry
2019	J	`jnl`	An Automated Spectral Clustering for Multi-scale Data. CoRR Milad Afzalan, Farrokh Jazizadeh
2019	J	`jnl`	An automated spectral clustering for multi-scale data. Neurocomputing Milad Afzalan, Farrokh Jazizadeh
2019	J	`jnl`	Heat Flux Sensing for Machine-Learning-Based Personal Thermal Comfort Modeling. Sensors Wooyoung Jung, Farrokh Jazizadeh, Thomas E. Diller
2019	J	`jnl`	Indoor Positioning Based on Visible Light Communication: A Performance-based Survey of Real-world Prototypes. ACM Comput. Surv. Milad Afzalan, Farrokh Jazizadeh
2019	—	`conf`	Semantic search in household energy consumption segmentation through descriptive characterization. BuildSys Milad Afzalan, Farrokh Jazizadeh
2019	—	`conf`	Urban Transportation System Resilience and Diversity Coupling using Large-scale Taxicab GPS Data. BuildSys Farnaz Khaghani, Armin Rahimi-Golkhandan, Farrokh Jazizadeh, Michael J. Garvin
2018	—	`conf`	EMBED: A Dataset for Energy Monitoring through Building Electricity Disaggregation. e-Energy Farrokh Jazizadeh, Milad Afzalan, Burcin Becerik-Gerber, Lucio Soibelman
2018	—	`conf`	Efficient integration of smart appliances for demand response programs. BuildSys Milad Afzalan, Farrokh Jazizadeh
2018	—	`conf`	Multi-occupancy Indoor Thermal Condition Optimization in Consideration of Thermal Sensitivity. EG-ICE Wooyoung Jung, Farrokh Jazizadeh
2018	—	`conf`	Smart HVAC Systems - Adjustable Airflow Direction. EG-ICE Milad Abedi, Farrokh Jazizadeh, Bert Huang, Francine Battaglia
2017	—	`conf`	Resilience in urban transportation: towards a participatory sensing-based framework. BuildSys Farnaz Khaghani, Farrokh Jazizadeh
2017	—	`conf`	Towards integration of doppler radar sensors into personalized thermoregulation-based control of HVAC. BuildSys Wooyoung Jung, Farrokh Jazizadeh
2016	—	`conf`	Can computers visually quantify human thermal comfort?: Short Paper. BuildSys Farrokh Jazizadeh, S. Pradeep
2014	J	`jnl`	An unsupervised hierarchical clustering based heuristic algorithm for facilitated training of electricity consumption disaggregation systems. Adv. Eng. Informatics Farrokh Jazizadeh, Burcin Becerik-Gerber, Mario Berges, Lucio Soibelman
2014	J	`jnl`	Human-Building Interaction Framework for Personalized Thermal Comfort-Driven Systems in Office Buildings. J. Comput. Civ. Eng. Farrokh Jazizadeh, Ali Ghahramani, Burcin Becerik-Gerber, Tatiana Kichkaylo, Michael D. Orosz
2013	—	`conf`	Online Learning for Personalized Room-Level Thermal Control: A Multi-Armed Bandit Framework. BuildSys@SenSys Parisa Mansourifard, Farrokh Jazizadeh, Bhaskar Krishnamachari, Burcin Becerik-Gerber
2013	J	`jnl`	Unsupervised Approach for Autonomous Pavement-Defect Detection and Quantification Using an Inexpensive Depth Sensor. J. Comput. Civ. Eng. Mohammad R. Jahanshahi, Farrokh Jazizadeh, Sami F. Masri, Burcin Becerik-Gerber
2012	A	`conf`	SAVES: a sustainable multiagent application to conserve building energy considering occupants. AAMAS Jun-young Kwak, Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe, Farrokh Jazizadeh, Geoffrey Kavulya, Laura Klein, Burcin Becerik-Gerber, Timothy Hayes, Wendy Wood
2012	A	`conf`	Sustainable multiagent application to conserve energy (demonstration). AAMAS Jun-young Kwak, Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe, Farrokh Jazizadeh, Geoffrey Kavulya, Laura Klein, Burcin Becerik-Gerber, Timothy Hayes, Wendy Wood
2012	—	`conf`	Toward adaptive comfort management in office buildings using participatory sensing for end user driven control. BuildSys@SenSys Farrokh Jazizadeh, Burcin Becerik-Gerber