Abstract is missing.
- One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar ClassificationDhrubojyoti Roy, Sangeeta Srivastava, Aditya Kusupati, Pranshu Jain, Manik Varma, Anish Arora. 1-10 [doi]
- Smart Surface Classification for Accessible Routing through Built Environment: A Crowd-sourced ApproachMd. Osman Gani, Vaskar Raychoudhury, Janick Edinger, Valeria Mokrenko, Zheng Cao, Ce Zhang. 11-20 [doi]
- COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map InferenceArian Prabowo, Piotr Koniusz, Wei Shao 0006, Flora D. Salim. 21-30 [doi]
- City Scale Monitoring of On-Street Parking Violations with StreetHAWKAlok Ranjan, Prasant Misra, Arunchandar Vasan, Sunil Krishnakumar, Anand Sivasubramaniam. 31-40 [doi]
- Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature SensingJoseph Breda, Amee Trivedi, Chulabhaya Wijesundara, Phuthipong Bovornkeeratiroj, David E. Irwin, Prashant J. Shenoy, Jay Taneja. 41-50 [doi]
- DUET: Towards a Portable Thermal Comfort ModelZimu Zheng, Yimin Dai, Dan Wang. 51-60 [doi]
- Heterogeneous Transfer Learning for Thermal Comfort ModelingWeizheng Hu, Yong Luo, Zongqing Lu, Yonggang Wen. 61-70 [doi]
- Skin Temperature Extraction Using Facial Landmark Detection and Thermal Imaging for Comfort AssessmentAshrant Aryal, Burcin Becerik-Gerber. 71-80 [doi]
- OccuTherm: Occupant Thermal Comfort Inference using Body Shape InformationJonathan Francis, Matias Quintana, Nadine von Frankenberg, Sirajum Munir, Mario Bergés. 81-90 [doi]
- Abstracting Interactions with IoT Devices Towards a Semantic Vision of Smart SpacesRoberto Yus, Georgios Bouloukakis, Sharad Mehrotra, Nalini Venkatasubramanian. 91-100 [doi]
- RemedioT: Remedial Actions for Internet-of-Things ConflictsRenju Liu, Ziqi Wang, Luis Garcia, Mani B. Srivastava. 101-110 [doi]
- Evaluation of Clustering and Time Series Features for Point Type Inference in Smart Building RetrofitZixiao Shi, Guy R. Newsham, Long Chen, H. Burak Gunay. 111-120 [doi]
- Who can Access What, and When?: Understanding Minimal Access Requirements of Building ApplicationsJason Koh, Dezhi Hong, Shreyas Nagare, Sudershan Boovaraghavan, Yuvraj Agarwal, Rajesh K. Gupta 0001. 121-124 [doi]
- Beyond a House of Sticks: Formalizing Metadata Tags with BrickGabe Fierro, Jason Koh, Yuvraj Agarwal, Rajesh K. Gupta 0001, David E. Culler. 125-134 [doi]
- AIM3S: Autonomous Inventory Monitoring through Multi-Modal Sensing for Cashier-Less Convenience StoresCarlos Ruiz, Joao Falcao, Shijia Pan, Hae Young Noh, Pei Zhang 0001. 135-144 [doi]
- Good to see you again: Capture and recapture method on mobile devices to estimate occupancy profilesJune Young Park, Edward Mbata, Zoltán Nagy. 145-148 [doi]
- Fine-Grained Recognition of Activities of Daily Living through Structural Vibration and Electrical SensingShijia Pan, Mario Berges, Juleen Rodakowski, Pei Zhang 0001, Hae Young Noh. 149-158 [doi]
- Electricity Consumption Data Sets: Pitfalls and OpportunitiesChristoph Klemenjak, Andreas Reinhardt 0001, Lucas Pereira, Stephen Makonin, Mario Bergés, Wilfried Elmenreich. 159-162 [doi]
- Future Industrial Kitchen: Challenges and OpportunitiesLucas Pereira, Vitor Aguiar, Fábio Vasconcelos. 163-164 [doi]
- Urban Transportation System Resilience and Diversity Coupling using Large-scale Taxicab GPS DataFarnaz Khaghani, Armin Rahimi-Golkhandan, Farrokh Jazizadeh, Michael J. Garvin. 165-168 [doi]
- Ride the Tide of Traffic Conditions: Opportunistic Driving Improves Energy Efficiency of Timely Truck TransportationWenjie Xu, Qingyu Liu, Minghua Chen, Haibo Zeng. 169-178 [doi]
- Tracking the Evolution of Public Transport Demand using Spatial-Social-Temporal ContextsRachel Cardell-Oliver, Prathyusha Sangam. 179-182 [doi]
- TripAware: Emotional and Informational Approaches to Encourage Sustainable Transportation via Mobile ApplicationsJesse Zhang, Jack Sullivan, Vasudev Venkatesh P. B., Kyle Tse, Andy Yan, John Leyden, Kalyanaraman Shankari, Randy H. Katz. 183-186 [doi]
- A Missing Link between Urban Mobility and WellbeingNeda Mohammadi, John E. Taylor 0001. 187-188 [doi]
- Sequential Learning with Active Partial Labeling for Building MetadataLu Lin, Zheng Luo, Dezhi Hong, Hongning Wang. 189-192 [doi]
- Towards reproducible state-of-the-art energy disaggregationNipun Batra 0001, Rithwik Kukunuri, Ayush Pandey, Raktim Malakar, Rajat Kumar, Odysseas Krystalakos, Mingjun Zhong, Paulo Meira, Oliver Parson. 193-202 [doi]
- Learning from Correlated Events for Equipment Relation Inference in BuildingsDezhi Hong, Renqin Cai, Hongning Wang, Kamin Whitehouse. 203-212 [doi]
- Machine Learning-based Irrigation Control OptimizationAkshay Murthy, Curtis Green, Radu Stoleru, Suman Bhunia, Charles Swanson, Theodora Chaspari. 213-222 [doi]
- Comparing Gray Box Methods to Derive Building Properties from Smart Thermostat DataGaby M. Baasch, Adam Wicikowski, Gaëlle Faure, Ralph Evins. 223-232 [doi]
- SWaP: Probabilistic Graphical and Deep Learning Models for Water Consumption PredictionGissella Bejarano, Adita Kulkarni, Raushan Raushan, Anand Seetharam, Arti Ramesh. 233-242 [doi]
- GridInSight: Monitoring Electricity Using Visible LightsZeal Shah, Alex Yen, Ajey Pandey, Jay Taneja. 243-252 [doi]
- Building an Online Defect Detection System for Large-scale Photovoltaic PlantsXiaoxia Li, Wei Li 0058, Qiang Yang 0004, Wenjun Yan, Albert Y. Zomaya. 253-262 [doi]
- Semantic search in household energy consumption segmentation through descriptive characterizationMilad Afzalan, Farrokh Jazizadeh. 263-266 [doi]
- Data-Driven Energy and Population Estimation for Real-Time City-Wide Energy FootprintingPeter Wei, Xiaofan Jiang. 267-276 [doi]
- One for all, All for one: a scalable decision-making framework for demand response with a district cooling plantSrinarayana Nagarathinam, Harihara Subrahmaniam Muralidharan, Arunchandar Vasan, Venkatesh Sarangan, Sermisha Narayana, Anand Sivasubramaniam. 277-286 [doi]
- Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model ApproximationChi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna. 287-296 [doi]
- Development of a clustering-based morning start time estimation algorithm for space heating and coolingBurak Gunay, Zixiao Shi, Araz Ashouri, Guy Newsham. 297-305 [doi]
- Control of Air Free-Cooled Data Centers in Tropics via Deep Reinforcement LearningDuc Van Le, Yingbo Liu, Rongrong Wang, Rui Tan, Yew-Wah Wong, Yonggang Wen. 306-315 [doi]
- Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC PolicyBingqing Chen, Zicheng Cai, Mario Bergés. 316-325 [doi]
- OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building ControlXianzhong Ding, Wan Du, Alberto Cerpa. 326-335 [doi]
- Peak Demand Reduction using Energy Storage System for Demand ResponseHannie Zang, SunYong Kim, Daeyoung Kang, Hyuk Lim. 336-337 [doi]
- Investigating occupancy profiles using convolutional neural networksJune Young Park, Jianli Chen, Xin Jin, Zoltán Nagy. 338-339 [doi]
- Interactive Building Metadata NormalizationJason Koh, Kuo Liang, Yiming Yang, Dezhi Hong, Yuvraj Agarwal, Rajesh Gupta 0001. 340-341 [doi]
- No Time to Waste, with SWAM!Sébastien Faye, Foued Melakessou, Prune Gautier, Djamel Khadraoui. 342-343 [doi]
- Reduced state space and cost function in reinforcement learning for demand response control of multiple EV charging stationsManu Lahariya, Nasrin Sadeghianpourhamami, Chris Develder. 344-345 [doi]
- The Standby Energy in Smart Homes: Problems, Progress, & PotentialWenpeng Wang, Zachary Hicks, Bradford Campbell. 346-347 [doi]
- A toolkit for low-cost thermal comfort sensingAdam Tyler, Oliver Bates, Adrian Friday, Mike Hazas. 348-349 [doi]
- BESOS: a Collaborative Building and Energy Simulation PlatformGaëlle Faure, Theo Christiaanse, Ralph Evins, Gaby M. Baasch. 350-351 [doi]
- SemIoTic: Bridging the Semantic Gap in IoT SpacesSumaya Almanee, Georgios Bouloukakis, Daokun Jiang, Sameera Ghayyur, Dhrubajyoti Ghosh, Peeyush Gupta, Yiming Lin, Sharad Mehrotra, Primal Pappachan, Eun-Jeong Shin, Nalini Venkatasubramanian, Guoxi Wang, Roberto Yus. 352-353 [doi]
- Generative Interior Design using BIMChristoph Sydora, Eleni Stroulia. 354-355 [doi]
- CityLearn v1.0: An OpenAI Gym Environment for Demand Response with Deep Reinforcement LearningJosé R. Vázquez-Canteli, Jérôme Kämpf, Gregor Henze, Zoltán Nagy. 356-357 [doi]
- A demonstration of reproducible state-of-the-art energy disaggregation using NILMTKNipun Batra 0001, Rithwik Kukunuri, Ayush Pandey, Raktim Malakar, Rajat Kumar, Odysseas Krystalakos, Mingjun Zhong, Paulo Meira, Oliver Parson. 358-359 [doi]
- Lightweight, Deep RNNs for Radar ClassificationDhrubojyoti Roy, Sangeeta Srivastava, Pranshu Jain, Aditya Kusupati, Manik Varma, Anish Arora. 360-361 [doi]
- Coordinated Scheduling of Residential Appliances and Heterogeneous Energy Sources in a Smart MicrogridPranay Kumar Saha, Nilotpal Chakraborty, Arijit Mondal, Samrat Mondal. 362-363 [doi]
- On Electrical Load Disaggregation using Recurrent Neural NetworksRajasekhar Gopu, Anusha Gudimallam, Vishnu B, Naveen Kumar Thokala, M. Girish Chandra. 364-365 [doi]
- Electrical Load Disaggregation using a two-stage deep learning approachSpoorthy Paresh, Naveen Kumar Thokala, M. Girish Chandra. 366-367 [doi]
- Enforcing accountability in Smart built-in IoT environment using MUDPoonam Yadav, Vadim Safronov, Richard Mortier. 368-369 [doi]
- Predicting Impact of Cooling Set-Point Change on Demand Reduction in Real-timeManasa Lingamallu, Vishal Garg. 370-371 [doi]
- Solar-TK: A Solar Modeling and Forecasting ToolkitNoman Bashir, Dong Chen 0010, David Irwin, Prashant J. Shenoy. 372 [doi]
- Capturing Regularity of ADL Routines Using Hierarchical Clustering ModelsPrakhar Mohan, Bogyeong Lee, Theodora Chaspari, Changbum Ryan Ahn. 373-374 [doi]
- An Improved API and User Experience for the Mortar TestbedGabe Fierro, David E. Culler. 375 [doi]
- Measuring Routine Variability of Daily Activities with Image Complexity MetricsBogyeong Lee, Changbum Ryan Ahn, Prakhar Mohan, Theodora Chaspari, Hyunsoo Lee. 376-377 [doi]
- Monitoring Electric Grid Reliability Using Satellite DataZeal Shah, Jay Taneja. 378-379 [doi]
- Towards Adaptive Anomaly Detection in Buildings with Deep Reinforcement LearningTong Wu, Jorge Ortiz. 380-382 [doi]
- Path and Speed Planning Online Platform for Energy-Efficient Timely Truck TransportationYaowei Long, Zidong Wu, Hongyi Liu, Titing Cui, Wenjie Xu, Minghua Chen. 383-384 [doi]
- Indoor Path Planning and Decentralized Access Control in Commercial BuildingsLeepakshi Bindra, Kalvin Eng, Yancheng Ou, Omid Ardakanian, Eleni Stroulia. 385-386 [doi]
- Colloidal Luminaries for Architectural LightingNina M. Lutz, V. Michael Bove. 387-388 [doi]
- Exploiting Multiple Receivers for CSI-Based Activity Classification Using A Hybrid CNN-LSTM ModelHoonyong Lee, Changbum Ryan Ahn, Nakjung Choi. 389-390 [doi]
- Towards Class-Balancing Human Comfort Datasets with GANsMatias Quintana, Clayton Miller. 391-392 [doi]
- Energy Exchange Model in Routed Energy Distribution NetworkTatiana Endrjukaite, Alexander Dudko, Leon L. Roose. 393-394 [doi]
- Autonomous Inventory Monitoring through Multi-Modal Sensing (AIM3S) for Cashier-Less StoresCarlos Ruiz, Joao Falcao, Shijia Pan, Hae Young Noh, Pei Zhang 0001. 395-396 [doi]