Uncertainty Aware and Scalable WiFi CSI Sensing with Large Language Models

Συγγραφείς: Sun, Yujie, Wang, Xuyu, Cao, Guanqun, Mao, Shiwen

Πηγή: 2026 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) CHASE Connected Health: Applications, Systems and Engineering Technologies (CHASE), 2026 IEEE/ACM Conference on. :230-234 Aug, 2026

Relation: 2026 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE)

Contributions on dimensionality reduction and interpretable machine learning

Συγγραφείς: Pachón García, Cristian

Συνεισφορές: University/Department: Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa

Thesis Advisors: Delicado Useros, Pedro Francisco

Πηγή: TDX (Tesis Doctorals en Xarxa)

Θεματικοί όροι: Dimensionality reduction, multidimensional scaling, big data, interpretable machine learning, explainable artificial intelligence, Shapley value, functional data analysis, survival analysis, Àrees temàtiques de la UPC::Matemàtiques i estadística, Àrees temàtiques de la UPC::Informàtica, 51 - Matemàtiques, 004 - Informàtica

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: http://hdl.handle.net/10803/694503
https://dx.doi.org/10.5821/dissertation-2117-429995

Uncertainty Aware and Scalable Wi-Fi CSI Sensing With Large Language Models

Συγγραφείς: Sun, Y., Wang, X., Cao, G., Mao, S.

Πηγή: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(19):44371-44383 Oct, 2026

Forecasting Shor-term Electricity Load of East Java Province using Functional Regression Time-varying Coefficient Model

Συγγραφείς: Sinurat, Paskalis, Akbar, Muhammad Sjahid, Irhamah

Πηγή: 2026 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2026 International Conference on. :1-7 Jun, 2026

Relation: 2026 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

An Efficient Evolving Functional Fuzzy System for Online Function-on-Function Regression with Usage-Based Rule Pruning

Συγγραφείς: Yan, Yuxin, Ge, Dongjiao, Tan, Li

Πηγή: 2026 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ-IEEE), 2026 IEEE International Conference on. :1-7 Jun, 2026

Relation: 2026 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Cross-Domain RF Fingerprinting with FDA-based Representations and Few-Shot Learning

Συγγραφείς: Sun, Yujie, Kumar, Rohan, Zhao, Tianya, Wang, Yiting, Xiang, Bolin, Mao, Shiwen, Wang, Xuyu

Πηγή: IEEE INFOCOM 2026 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2026 - IEEE Conference on. :1-6 May, 2026

Relation: IEEE INFOCOM 2026 - IEEE Conference on Computer Communications

Enabling Efficient RF Sensing With Small Language Models via Functional Data Analysis and Parameter Efficient Tuning

Συγγραφείς: Sun, Y., Wang, X., Cao, G., Mao, S.

Πηγή: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(11):24247-24260 Jun, 2026

Alzheimer’s Disease Diagnosis Based on Derivative Dynamic Time Warping Functional Connectivity Networks

Συγγραφείς: Hong, X., Lin, Y., Wu, Z.

Πηγή: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 45(5):2039-2052 May, 2026

Student-Pilot Error Prediction via Multimodal Physiological Signals and Tree-Based Models

Συγγραφείς: Barry, G., Johnstone, C., Caballero, W.N., Jenkins, P.R., Chou, C., Wang, Y., Beauchene, C., Rao, H., Gaw, N.

Πηγή: IEEE Transactions on Cognitive and Developmental Systems IEEE Trans. Cogn. Dev. Syst. Cognitive and Developmental Systems, IEEE Transactions on. 18(1):214-227 Feb, 2026

Functional Data Analysis-Guided Prompt Design for RFID Sensing and Localization Using LLMs

Συγγραφείς: Sun, Yujie, Wang, Xuyu, Cao, Guanqun, Mao, Shiwen

Πηγή: GLOBECOM 2025 - 2025 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2025 - 2025 IEEE. :841-846 Dec, 2025

Relation: GLOBECOM 2025 - 2025 IEEE Global Communications Conference

Deciphering Spatiotemporal Heterogeneity in Urban Networks with Functional Clustering

Συγγραφείς: Wang, Qianqian, Zeng, JiaWen, Li, Yunshan, Gong, Wenwu, Fu, Hang, Xu, Xuanzhe, Yang, Lili

Πηγή: 2025 IEEE 6th International Conference on Computer, Big Data, Artificial Intelligence (ICCBD+AI) Computer, Big Data, Artificial Intelligence (ICCBD+AI), 2025 IEEE 6th International Conference on. :1-7 Nov, 2025

Relation: 2025 IEEE 6th International Conference on Computer, Big Data, Artificial Intelligence (ICCBD+AI)

Working Memory Ability Based on EEG Signals Using Cost-Benefit Analysis

Συγγραφείς: Sahu, Prahallad Kumar, Sethi, Nilambar, Sethi, Srinivas, Sahoo, Ramesh kumar

Πηγή: 2025 International Conference on Next Generation of Green Information and Emerging Technologies (GIET) Next Generation of Green Information and Emerging Technologies (GIET), 2025 International Conference on. :1-6 Aug, 2025

Relation: 2025 International Conference on Next Generation of Green Information and Emerging Technologies (GIET)

A Hybrid Approach for Short-Term Air Temperature Prediction Using Functional Data Analysis and SARMA

Συγγραφείς: Jumaa, Qasim, Yadav, Kusum

Πηγή: 2025 International Conference on Next Generation of Green Information and Emerging Technologies (GIET) Next Generation of Green Information and Emerging Technologies (GIET), 2025 International Conference on. :1-6 Aug, 2025

Relation: 2025 International Conference on Next Generation of Green Information and Emerging Technologies (GIET)

Exploiting Functional Data for Combat Simulation Sensitivity Analyses

Συγγραφείς: Blumson, Lisa, Peter, Charlie, Gill, Andrew

Πηγή: 2025 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2025. :330-341 Dec, 2025

Relation: 2025 Winter Simulation Conference (WSC)

Sample size estimation for local hypothesis testing of functional data in medical studies: method comparison, recommendations, and a web application

Συγγραφείς: Seydi, Mohammad Reza, Author, Strandberg, Johan, Author, Pataky, Todd C., Author, Schelin, Lina, Author

Συνεισφορές: Seydi, Mohammad Reza, Author, Strandberg, Johan, Author, Pataky, Todd C., Author, Schelin, Lina, Author

Πηγή: BMC Medical Research Methodology. 26(1)

Θεματικοί όροι: Functional data analysis, Hypothesis test, Power analysis, Sample size, Statistical power

Περιγραφή αρχείου: electronic

Σύνδεσμος πρόσβασης: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-249195
https://doi.org/10.1186/s12874-026-02772-w

Data Visualization using Functional Data Analysis

Συγγραφείς: Chen, Haozhe, Correa, Andres Duque, Wolf, Guy, Moon, Kevin R.

Πηγή: 2025 International Conference on Sampling Theory and Applications (SampTA) Sampling Theory and Applications (SampTA), 2025 International Conference on. :1-5 Jul, 2025

Relation: 2025 International Conference on Sampling Theory and Applications (SampTA)

FDALLM: Traffic Data Prediction with Functional Data Analysis and Large Language Models

Συγγραφείς: Sun, Yujie, Wang, Xuyu, Cao, Guanqun, Mao, Shiwen

Πηγή: ICC 2025 - IEEE International Conference on Communications Communications, ICC 2025 - IEEE International Conference on. :1169-1174 Jun, 2025

Relation: ICC 2025 - IEEE International Conference on Communications

Predictive Modeling for Renewable Energy Optimization based on Non dominated Sorting Genetic Algorithm II

Συγγραφείς: Sharma, Nandan, Balasm, Zaed, M, Lakshmanan., Kumar, S. Senthil, Deepa, B.

Πηγή: 2025 International Conference on Intelligent Computing and Knowledge Extraction (ICICKE) Intelligent Computing and Knowledge Extraction (ICICKE), 2025 International Conference on. :1-6 Jun, 2025

Relation: 2025 International Conference on Intelligent Computing and Knowledge Extraction (ICICKE)

Medical Hyperspectral Image Feature Selection Framework Using Functional Data Analysis: Application to Membranous Nephropathy Pathologic Diagnosis

Συγγραφείς: Lv, M., Liu, S., Ma, X., Yang, Y., Zhang, H., Li, W.

Πηγή: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 29(10):7409-7422 Oct, 2025

Asymptotic Analysis of Domination in Random Linear Graphs via Markov Processes

Συγγραφείς: Sladek, Lukas, Bernat, Dusan, Bokes, Pavol

Πηγή: 2025 29th International Conference on Methods and Models in Automation and Robotics (MMAR) Methods and Models in Automation and Robotics (MMAR), 2025 29th International Conference on. :71-76 Aug, 2025

Relation: 2025 29th International Conference on Methods and Models in Automation and Robotics (MMAR)