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Viewing Publication 1 - 100 from 2826

2023

Physics-Informed Data Denoising for Real-Life Sensing SystemsXiyuan Zhang 0001, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh K. Gupta 0001. sensys 2023: 83-96 [doi]

AquaHelper: Underwater SOS Transmission and Detection in Swimming PoolsQiang Yang 0018, Yuanqing Zheng. sensys 2023: 294-307 [doi]

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2023, Istanbul, Turkey, November 15-16, 2023ACM, 2023. [doi]

Mitigating Privacy Leakage in Anomalous Building Data StreamsMahathir Almashor, Akbar Fadiansyah, Chehara Pathmabandu, Matt Amos, M. A. P. Chamikara. sensys 2023: 333-339 [doi]

What's The Point: AutoEncoding Building Point NamesMahathir Almashor, Mashud Rana, John McCulloch, Ashfaqur Rahman, Subbu Sethuvenkatraman. sensys 2023: 256-260 [doi]

SCALEX: SCALability EXploration of Multi-Agent Reinforcement Learning Agents in Grid-Interactive Efficient BuildingsYara Almilaify, Kingsley Nweye, Zoltán Nagy 0002. sensys 2023: 261-264 [doi]

CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty EstimationZhiyu An, Xianzhong Ding, Arya Rathee, Wan Du. sensys 2023: 149-158 [doi]

Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement LearningZhiyu An, Xianzhong Ding, Wan Du. sensys 2023: 538-539 [doi]

An automated data-driven platform for buildings simulationVahid Aryai, Nariman Mahdavi, Samuel R. West, Gregor Henze. sensys 2023: 61-68 [doi]

Poster Abstract: Energy vs. Quality of Approximate Non-volatile Writes in Intermittent ComputingRei Barjami, Antonio Miele, Luca Mottola. sensys 2023: 508-509 [doi]

Modeling of Annual and Daily Electricity Demand of Retrofitted Heat Pumps based on Gas Smart Meter DataDaniel R. Bayer, Marco Pruckner. sensys 2023: 248-251 [doi]

Exploratory analytics of factors influencing Indoor Air Quality: A case of Kharagpur, West Bengal, IndiaTanya Kaur Bedi, Shankha Pratim Bhattacharya, Anurag Aman Kaushal. sensys 2023: 497-502 [doi]

ArchiGuesser - Teaching Architecture Styles using Generative AIMarkus Berger, Joern Ploennigs. sensys 2023: 284-285 [doi]

Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter DataTobias Brudermueller, Fabian Breer, Thorsten Staake. sensys 2023: 228-231 [doi]

Service Class Based Management Framework of Photovoltaic Self-Consumption for Existing Residential BuildingsMarco Caccamo, Daniele Bernardini 0002. sensys 2023: 294-295 [doi]

RoboAuditor: Goal-Oriented Robotic System for Assessing Energy-intensive Indoor Appliance via Visual Language ModelsWeijia Cai, Lei Huang, Zhengbo Zou. sensys 2023: 130-139 [doi]

Towards an Activity-aware Pufferfish Framework for Local Privacy of Household Smart Water Meter DataRachel Mary Cardell-Oliver, Brandon Ke. sensys 2023: 328-332 [doi]

Utilizing Phase Change Material Integration for Passive Cooling in Direct Heat Gain WallsVikash Chandra, Chirodeep Bakli, Prashant Anand. sensys 2023: 503-508 [doi]

From Waste to Watts: A Self-Sustaining Water Heating System Powered by a Thermoelectric GeneratorHassan Habib Chaudhry, Ramish Majeed Raja, Muhammad Hamad Alizai, Nauman Zaffar, Naveed Anwar Bhatti. sensys 2023: 244-247 [doi]

Quantitative Relations between the Physical Characteristics of Street Trees and Their Cooling Potential A Case Study of Kharagpur, West Bengal, IndiaAlisha Chowdhury, Shankha Pratim Bhattacharya. sensys 2023: 491-496 [doi]

Multi-Model Future Typical Meteorological (fTMY) Weather Files for nearly every US CountyShovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua New. sensys 2023: 468-471 [doi]

nnPerf: Demystifying DNN Runtime Inference Latency on Mobile PlatformsHaolin Chu, Xiaolong Zheng 0002, Liang Liu 0001, Huadong Ma. sensys 2023: 125-137 [doi]

Poster Abstract: Link-adaptive and Real-time Object Detection in Dynamic Edge NetworksRong Cong, Zhiwei Zhao, Linyuanqi Zhang, Cong Zha. sensys 2023: 526-527 [doi]

Taking the Long View: Enhancing Learning On Multi-Temporal, High-Resolution, and Disparate Remote Sensing DataSantiago Correa, Gustavo Pérez, Paulina Jaramillo, Jay Taneja. sensys 2023: 11-20 [doi]

Economizer Optimization with Reinforcement Learning: An Industry PerspectiveJiaron Cui, Wei Yih Yap, Charles Prosper, Bharathan Balaji, Jake Chen. sensys 2023: 366-369 [doi]

A Comparison of Different Deep Learning Model Architectures and Training Strategy for Urban Energy ModelingTing-Yu Dai, Ayegül Demir Dilsiz, Dev Niyogi, Zoltán Nagy 0002. sensys 2023: 316-317 [doi]

Assessing IEQ Impact on Cognitive Difficulties in Educational Buildings at Varying Energy UsagePiyali Debnath, Jaya A R. Dantas, Krassi Rumchev, Prashant Anand. sensys 2023: 534-542 [doi]

FedINC: An Exemplar-Free Continual Federated Learning Framework with Small Labeled DataYongheng Deng, Sheng Yue, Tuowei Wang, Guanbo Wang, Ju Ren 0001, Yaoxue Zhang. sensys 2023: 56-69 [doi]

Thermal discomfort prediction with sparse residential thermostat datasetHannah Fontenot, Michael Zeifman, Kurt Roth. sensys 2023: 320-321 [doi]

Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative ModelChun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller. sensys 2023: 450-453 [doi]

Debugging Buildings with Mixed RealityXiaohan Fu, John Pedraz, Anthony Rowe, Rajesh Gupta. sensys 2023: 276-277 [doi]

A Real-World District Community Platform as a Cyber-Physical-Social Infrastructure Systems in the Energy DomainJohannes Galenzowski, Simon Waczowicz, Stefan Meisenbacher, Ralf Mikut, Veit Hagenmeyer. sensys 2023: 434-441 [doi]

Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management SystemGargya Gokhale, Jonas Van Gompel, Bert Claessens, Chris Develder. sensys 2023: 458-462 [doi]

Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of HouseholdsGargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder. sensys 2023: 347-351 [doi]

A Lightweight Calibrated Simulation Enabling Efficient Offline Learning for Optimal Control of Real BuildingsJudah A. Goldfeder, John A Sipple. sensys 2023: 352-356 [doi]

PressureML: Modelling Pressure Waves to Generate Large-Scale Water-Usage Insights in BuildingsTanmaey Gupta, Anupam Sobti, Akshay Nambi 0001. sensys 2023: 463-467 [doi]

Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMIPranjol Sen Gupta, Zahidur Talukder, Tasnim Azad Abir, Phuc Nguyen 0002, Mohammad A. Islam 0001. sensys 2023: 237-250 [doi]

A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use EstimationEren Gökberk Halaçli, Ilkim Canli, Orçun Koral Iseri, Feyza Yavuz, Çagla Meral Akgül, Sinan Kalkan, Ipek Gürsel Dino. sensys 2023: 169-176 [doi]

Poster Abstract: Investigation of Distance Sensing Method Using Magnetic Resonant Coupled Coils for Deformable User InterfacesKenta Higuchi, Junichiro Kadomoto, Hidetsugu Irie, Shuichi Sakai. sensys 2023: 502-503 [doi]

Demo Abstract: Polyband - A Carbon Polymer Wristband for Hand Gesture RecognitionChien-Ti Hsiao, Pei-Shin Hwang, Polly Huang, Kate Ching-Ju Lin, Ling-Jyh Chen. sensys 2023: 480-481 [doi]

Demo Abstract: SatelLight - Using LiFi for Intra-Satellite CommunicationMarek Jahnke, Sebastian Grau, Ulf Kulau. sensys 2023: 476-477 [doi]

Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand ResponseDoseok Jang, Lucas Spangher, Tarang Srivastava, Larry Yan, Costas J. Spanos. sensys 2023: 79-88 [doi]

Construct 3D Hand Skeleton with Commercial WiFiSijie Ji, Xuanye Zhang, Yuanqing Zheng, Mo Li 0001. sensys 2023: 322-334 [doi]

On the causality of data-driven building thermal modelsFuyang Jiang, Johan Driesen, Hussain Kazmi. sensys 2023: 454-457 [doi]

Heat Wave Impact on Urban Heat, Thermal Comfort and Energy Consumption in Nashik CityKetaki Joshi, Ansar Khan, Chirag Deb, Prashant Anand. sensys 2023: 519-527 [doi]

Poster Abstract: Towards a Tiny Digital Displacement Sensor Utilizing Bit-Error Characteristics of Inter-Chip Wireless BusJunichiro Kadomoto, Hidetsugu Irie, Shuichi Sakai. sensys 2023: 554-555 [doi]

RNN-based Non-Intrusive Thermal Load Disaggregation and Forecasting for HVAC SystemsNaoya Kaneko, Kazuki Okazawa, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye. sensys 2023: 292-293 [doi]

Assessment of the Impact of Building Orientation on PMV and PPD in Naturally Ventilated Rooms During Summers in Warm and Humid Climate of Kharagpur, IndiaAnurag Aman Kaushal, Prashant Anand, Bharath Haridas Aithal. sensys 2023: 528-533 [doi]

An Energy Consumption Dataset for Ductless-split Cooling Systems to Train Large ModelsKeshav Kaushik, Vinayak Naik. sensys 2023: 216-219 [doi]

Street-Level Urban Gravity: A Quantum System Approach to Human-Centered Urban Space DesignKorawich Kavee, Katherine A. Flanigan. sensys 2023: 442-449 [doi]

LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing PlatformsYoung D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo. sensys 2023: 138-151 [doi]

Measuring Success, One Sensor at a Time: A Sensing Infrastructure for Longitudinal Workspace Behavior MonitoringBeatrice Li, Arash Tavakoli, Alan Wang, Navreet Kaur, Laura E. Barnes, Afsaneh Doryab, Arsalan Heydarian. sensys 2023: 413-420 [doi]

ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language ModelsMinghao Li, Ruihang Wang, Xin Zhou 0003, Zhaomeng Zhu, Yonggang Wen 0001, Rui Tan. sensys 2023: 208-211 [doi]

XiTuXi: Sealing the Gaps in Cross-Technology Communication by Neural Machine TranslationSicong Liao, Zhenlin An, Qingrui Pan, Xiaopeng Zhao, Jingyu Tong, Lei Yang 0025. sensys 2023: 70-82 [doi]

UTwin: A digital twin of the UT Austin campusCalvin Lin, Ting-Yu Dai, Aysegul Demir Dilsiz, Drury Crawley, Dev Niyogi, Zoltán Nagy 0002. sensys 2023: 282-283 [doi]

Demo Abstract: Real-Time 3D Indoor Localization with Multi-Dimensional RSSI on Mobile RobotWenhan Long, Xinlong Wen, Rongbo Zhu. sensys 2023: 490-491 [doi]

Collaborative Resource Allocation for Affected Los Angeles Regions Leveraging Mobile Energy StoragesAbdolah Loni, Somayeh Asadi. sensys 2023: 269-270 [doi]

Skeleton-based Human Action Recognition in a Thermal Comfort ContextJohn Martins, Katherine A. Flanigan, Christopher McComb. sensys 2023: 377-384 [doi]

Summer Electricity Consumption Patterns in Households Using Appliance Load ProfilesShishir Maurya, Ganesh CGS, Vishal Garg, Jyotirmay Mathur. sensys 2023: 485-490 [doi]

SeeQ: A Programming Model for Portable Data-Driven Building ApplicationsDimitris Mavrokapnidis, Gabe Fierro, Maria Husmann, Ivan Korolija, Dimitrios Rovas. sensys 2023: 159-168 [doi]

Classifying building energy efficiency from street view and aerial images in DenmarkKevin Mayer, Gregor Heilborn, Martin Fischer. sensys 2023: 220-223 [doi]

Developing portable Energy Benchmarking methodsJohn McCulloch, Subbu Sethuvenkatraman, Mark Goldsworthy, Daniel Hugo. sensys 2023: 515-518 [doi]

Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin MetricsClayton Miller, Matias Quintana, Mario Frei, Yun Xuan Chua, Chun Fu, Bianca Picchetti, Winston Yap, Adrian Chong, Filip Biljecki. sensys 2023: 298-299 [doi]

Sense as you go: A context-aware adaptive sensing framework for on-road driver profilingAnanya Mondal, Martin Kaushal, Suchetana Chakraborty. sensys 2023: 89-98 [doi]

From Personal Comfort to District Performance: Using Smartwatch and WiFi Data for Occupant-Driven OperationMartín Mosteiro-Romero, Matias Quintana, Clayton Miller, Rudi Stouffs. sensys 2023: 278-279 [doi]

Explainable Occupancy Prediction Using QLatticeAjith N. Nair, Harshwardhan Tanwar, Pandarasamy Arjunan, Prashant Anand, Ardeshir Mahdavi. sensys 2023: 543-549 [doi]

PyDCM: Custom Data Center Models with Reinforcement Learning for SustainabilityAvisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Sahand Ghorbanpour, Lekhapriya Dheeraj Kashyap, Dejan Markovikj, Lorenz Krause, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar. sensys 2023: 232-235 [doi]

FTM-Sense: Robust Sensor-free Occupancy Sensing Leveraging WiFi Fine Time MeasurementFateme Nikseresht, Bradford Campbell. sensys 2023: 140-148 [doi]

Comfort-aware HVAC Aggregation Method based on Deep Reinforcement LearningShotaro Nonaka, Ittetsu Taniguchi, Hiroki Nishikawa, Dafang Zhao, Francky Catthoor, Takao Onoye. sensys 2023: 290-291 [doi]

Thermal Preference Prediction with Machine LearningJulianah Odeyemi, Rita Streblow. sensys 2023: 303-304 [doi]

Zone-Level Anomaly Detection in VAV Terminal Units Using an Unsupervised Learning ApproachArya Parsaei, Burak Gunay, William O'Brien, Ricardo Moromisato. sensys 2023: 481-484 [doi]

Application of the Reconfigurable Environmental Intelligence Platform for HVAC ControlYurii Piadyk, João Rulff, Ethan Brewer, Semiha Ergan, Cláudio T. Silva. sensys 2023: 288-289 [doi]

Smart Home Energy Cost Minimisation Using Energy Trading with Deep Reinforcement LearningMatic Pokorn, Mihael Mohorcic, Andrej Campa, Jernej Hribar. sensys 2023: 361-365 [doi]

Explainable AI for Energy Prediction and Anomaly Detection in Smart Energy BuildingsHardik Prabhu, Jayaraman Valdi, Pandarasamy Arjunan. sensys 2023: 472-475 [doi]

TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart BuildingsHamid Rajabi, Xianzhong Ding, Wan Du, Alberto Cerpa. sensys 2023: 198-207 [doi]

A Dynamic Urban Digital Twin Integrating Longitudinal Thermal Imagery for Microclimate StudiesVasantha Ramani, Marcel Ignatius, Joie Lim, Filip Biljecki, Clayton Miller. sensys 2023: 421-428 [doi]

Demo Abstract: VGGlass - Demonstrating Visual Grounding and Localization Synergy with a LiDAR-enabled Smart-GlassDarshana Rathnayake, Dulanga Weerakoon, Meera Radhakrishnan, Vigneshwaran Subbaraju, Inseok Hwang 0001, Archan Misra. sensys 2023: 492-493 [doi]

Toward Trustworthy Machine Learning Models for Fault Detection in Energy SystemsMartin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller 0005. sensys 2023: 280-281 [doi]

Poster Abstract: Mobile Context Logger: Recognizing User's Auditory Environments and Activities using SmartwatchAkio Sashima, Mitsuru Kawamoto. sensys 2023: 528-529 [doi]

Jawthenticate: Microphone-free Speech-based Authentication using Jaw Motion and Facial VibrationsTanmay Srivastava, Shijia Pan, Phuc Nguyen 0002, Shubham Jain. sensys 2023: 209-222 [doi]

One-time Camera Fingerprint: Unauthorized Photography Detection under Modulated IlluminationMasanori Sugimoto, Shogo Nakamichi, Hiromichi Hashizume. sensys 2023: 181-194 [doi]

Energy-Efficient Retrofitting of Buildings in the Tropics Through Daylight and Solar Radiation HarnessingInduja V, Manju G. Nair, Abhilash Suryan. sensys 2023: 509-514 [doi]

Risks and benefits of smart toiletsIsabel Wagner, Eerke A. Boiten. sensys 2023: 340-346 [doi]

Global Localization of Energy-Constrained Miniature RF Emitters using Low Earth Orbit SatellitesYunfan Wang, Steve Young, Demba Komma, Jaechan Lim, Zhen Feng, Zichen Fan, Chien-Wei Tseng, Hun-Seok Kim, David T. Blaauw. sensys 2023: 403-416 [doi]

SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative ApproachTianshi Wang, Jinyang Li 0001, Ruijie Wang 0004, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros i Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher. sensys 2023: 15-27 [doi]

Demo Abstract: Light and Vibration Gesture Sensing with OTTER: Embedded Data Collection and Analysis Using LLMsSteven Waskito, Kai Jie Leow, Pramuka Medaranga Sooriya Patabandige, Tejas Gupta, Shantanu Chakrabarty, Manoj Gulati, Ambuj Varshney. sensys 2023: 498-499 [doi]

Overcoming Data Scarcity through Transfer Learning in CO2-Based Building Occupancy DetectionManuel Weber, Farzan Banihashemi, Peter Mandl 0001, Hans-Arno Jacobsen, Ruben Mayer. sensys 2023: 1-10 [doi]

On the Creation of a Hybrid Dataset to Predict Window StatesJeremy Wong, Adam Rysanek. sensys 2023: 312-313 [doi]

Heterogeneous Multi-Agent Reinforcement Learning for Grid-Interactive CommunitiesAllen Wu, Kingsley Nweye, Zoltán Nagy 0002. sensys 2023: 314-315 [doi]

An End-to-End Solution for Spatial Inference in Smart BuildingsMingzhe Wu, Fan Yao, Hongning Wang. sensys 2023: 110-119 [doi]

TBMEnv - An Environment to Assess the Accuracy of Thermal Building Models under Realistic ConditionsDavid Wölfle, Samed Rouven Vossberg, Hartmut Schmeck. sensys 2023: 357-360 [doi]

RECA: A Multi-Task Deep Reinforcement Learning-Based Recommender System for Co-Optimizing Energy, Comfort and Air Quality in Commercial BuildingsStephen Xia, Peter Wei, Yanchen Liu, Andrew Sonta, Xiaofan Jiang 0001. sensys 2023: 99-109 [doi]

Online Confirmation-Augmented Probabilistic Topic Modeling in Cyber-Physical Social Infrastructure SystemsJiajia Xie, Christin J. Salley, Neda Mohammadi, John E. Taylor 0001. sensys 2023: 390-397 [doi]

Integrated Personalized Thermal Comfort Model for Input Variable ReductionChuangkang Yang, Keiichiro Taniguchi, Shohei Miyata, Yasunori Akashi. sensys 2023: 271-273 [doi]

EdgeFM: Leveraging Foundation Model for Open-set Learning on the EdgeBufang Yang, Lixing He, Neiwen Ling, Zhenyu Yan 0002, Guoliang Xing, Xian Shuai, Xiaozhe Ren, Xin Jiang 0002. sensys 2023: 111-124 [doi]

Demo Abstract: A Smart Ring Monitoring Your Health using Hand-grip StrengthZhigang Yin, Mohan Liyanage, Abdul-Rasheed Ottun, Farooq Dar, Mayowa Olapade, Huber Flores. sensys 2023: 486-487 [doi]

Demo Abstract: HybriSim - A Hybrid Simulation System for Distributed Machine Learning with MobilityHaoxiang Yu, James Xi Zheng, Christine Julien 0001. sensys 2023: 474-475 [doi]

PAMLR: A Passive-Active Multi-Arm Bandit-Based Solution for LoRa Channel AllocationJihoon Yun, Chengzhang Li, Anish Arora. sensys 2023: 31-40 [doi]

Poster Abstract: Unifying On-device Tensor Program Optimization through Large Foundation ModelZhihe Zhao, Neiwen Ling, Kaiwei Liu, Nan Guan, Guoliang Xing. sensys 2023: 504-505 [doi]

Miriam: Exploiting Elastic Kernels for Real-time Multi-DNN Inference on Edge GPUZhihe Zhao, Neiwen Ling, Nan Guan, Guoliang Xing. sensys 2023: 97-110 [doi]

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2023

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