Yinan Yu

Assistant Professor at Functional Programming

Source: chalmers.se

Contact Details

Publications (38)
Projects (5)

Showing 38 publications

2024

climateBUG: A data-driven framework for analyzing bank reporting through a climate lens

Yinan Yu, Samuel Scheidegger, Jasmine Elliott et al

Expert Systems with Applications. Vol. 239

Journal article

2023

BAUFER: A Baseline-Enabled Facial Expression Recognition Pipeline Trained With Limited Annotations

Charlotte von Numers, Yinan Yu, Aleksandra Petkova et al

Studies in Computational Intelligence, vol 1106

Book chapter

2023

AirDnD-Asynchronous In-Range Dynamic and Distributed Network Orchestration Framework

Malsha Ashani Mahawatta Dona, Christian Berger, Yinan Yu

Proceedings - International Conference on Distributed Computing Systems. Vol. 2023-July, p. 953-954

Paper in proceeding

2022

Qually: A Quality Validation Toolbox for Automotive Perception Data Towards Trustworthy AI

Yinan Yu, Samuel Scheidegger, Jörg Bakker

Report - Swedish Governmental Agency for Innovation Systems - VINNOVA

2021

Safety-driven data labelling platform to enable safe and responsible AI

Yinan Yu, Samuel Scheidegger, Jörg Bakker

Report - Swedish Governmental Agency for Innovation Systems - VINNOVA

2021

AI-baserad segementering av fasader för att optimera renovering i en större skala

Sanjay Somanath, Yinan Yu, Nils Nordmark et al

Bygg och teknik. Vol. 2021 (2), p. 26-29

Magazine article

Show project

2018

Kernel Subspace Learning for Pattern Classification

Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey et al

Adaptive Learning Methods for Nonlinear System Modeling, p. 127-147

Book chapter

2018

CLAss-Specific Subspace Kernel Representations and Adaptive Margin Slack Minimization for Large Scale Classification

Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey et al

IEEE Transactions on Neural Networks and Learning Systems. Vol. 29 (2), p. 440 -456

Journal article

2017

Microwave technology for detecting traumatic intracranial bleedings: tests on phantom of subdural hematoma and numerical simulations

Stefan Candefjord, JOHAN WINGES, Malik Ahzaz Ahmad et al

Medical and Biological Engineering and Computing. Vol. 55 (8), p. 1177-1188

Journal article

2016

Enhanced Distance Subset Approximation using Class-Specific Subspace Kernel Representation for Kernel Approximation

Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey et al

IEEE International Workshop on Machine Learning for Signal Processing, MLSP. Vol. 2016-November

Paper in proceeding

2016

Adaptive margin slack minimization in RKHS for classification

Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey et al

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, p. 2319-2323

Paper in proceeding

2016

Machine Learning Methods Using Class-specific Subspace Kernel Representations for Large-Scale Applications

Yinan Yu

Doctoral thesis

2015

Microwave technology in medical diagnostics and treatment

Andreas Fhager, Hana Dobsicek Trefna, Pegah Takook et al

IEEE MTT-S International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications, IMWS-BIO 2015, Taipei, Taiwan, 21-23 September 2015, p. 133-134

Paper in proceeding

2015

A robust subspace classification scheme based on empirical intersection removal and sparse approximation

Yinan Yu, Tomas McKelvey

Integrated Computer-Aided Engineering. Vol. 22 (1), p. 59-69

Journal article

2015

Pre-hospital care for stroke and trauma

Mikael Persson, Andreas Fhager, Yinan Yu et al

Conference Proceedings, 2014 IEEE MTT-S International Microwave Workshop Series on: RF and Wireless Technologies for Biomedical and Healthcare Applications, IMWS-Bio 2014, London, United Kingdom, 8-10 December 2014

Paper in proceeding

2015

Detection of wood decay by microwaves

Hana Dobsicek Trefna, Yinan Yu, Tomas McKelvey et al

Progress in Electromagnetics Research Symposium, PIERS 2015,Prague.

Paper in proceeding

2014

Multiclass Ridge-adjusted Slack Variable Optimization Using Selected Basis for Fast Classification

Yinan Yu, Kostas I. Diamantaras, Tomas McKelvey et al

European Signal Processing Conference, p. 1178-1182

Paper in proceeding

2014

Feature Reduction Based on Sum-of-SNR (SOSNR) Optimization

Yinan Yu, Tomas McKelvey, S.Y. Kung

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, p. 6756-6760

Paper in proceeding

2014

Detection of Breathing and Heartbeat by Using a Simple UWB Radar System

Qiuchi Jian, Yinan Yu, Jian Yang et al

8th European Conference on Antennas and Propagation, EuCAP 2014, The Hague, The Netherlands 6-11 April 2014, p. 3078-3081

Paper in proceeding

2014

Microwave-Based Stroke Diagnosis Making Global Prehospital Thrombolytic Treatment Possible

Mikael Persson, Andreas Fhager, Hana Dobsicek Trefna et al

IEEE Transactions on Biomedical Engineering. Vol. 61 (11), p. 2806-2817

Journal article

2013

A Unified Subspace Classification Framework Developed for Diagnostic System Using Microwave Signal

Yinan Yu, Tomas McKelvey

European Signal Processing Conference

Paper in proceeding

2013

Stroke diagnostics with a microwave helmet

Andreas Fhager, Yinan Yu, Tomas McKelvey et al

2013 7th European Conference on Antennas and Propagation, EuCAP 2013, p. 845-846

Paper in proceeding

2013

Parameter Design Tradeoff Between Prediction Performance and Training Time for Ridge-Svm

Rasmus Rothe, Yinan Yu, S.Y. Kung

IEEE International Workshop on Machine Learning for Signal Processing, Southampton, United Kingdom, September 22-25, 2013

Paper in proceeding

2013

Classification of High Dimensional Signals with Small Training Sample Size with Applications towards Microwave Based Detection Systems

Yinan Yu

Licentiate thesis

2013

A Classification Scheme for 'High-Dimensional-Small-Sample-Size' Data Using SODA and Ridge-SVM with Microwave Measurement Applications

Yinan Yu, Tomas McKelvey, Sun-Yuan Kung

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, p. 3542-3546

Paper in proceeding

2013

Microwave technology shows potential for detecting traumatic intracranial bleedings

Stefan Candefjord, Malik Ahzaz Ahmad, Stefan Kidborg et al

7th European Conference on Antennas and Propagation (EuCAP), p. 2609-2610

Paper in proceeding

2013

Ridge-Adjusted Slack Variable Optimization for Supervised Classification

Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey et al

IEEE International Workshop on Machine Learning for Signal Processing, MLSP

Paper in proceeding

2013

Microwave based diagnostics and treatment in practice

Mikael Persson, Andreas Fhager, Hana Trefna et al

2013 IEEE MTT-S International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications, IMWS-BIO 2013 - Proceedings

Paper in proceeding

2013

Microwave technology for localization of traumatic intracranial bleedings—a numerical simulation study

Stefan Candefjord, JOHAN WINGES, Yinan Yu et al

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, p. 1948-1951

Paper in proceeding

2013

Kernel SODA: A Feature Reduction Technique Using Kernel Based Analysis

Yinan Yu, Tomas McKelvey, S.Y. Kung

The 12th International Conference on Machine Learning and Applications (ICMLA'13), 2013.

Paper in proceeding

2012

Several new ultra-wideband antenna systems for radio telescopes and industry sensor imaging process

Jian Yang, Jungang Yin, Miroslav Pantaleev et al

2012 14th International Conference on Electromagnetics in Advanced Applications, ICEAA 2012. Cape Town, 2 - 7 September 2012, p. 1281-1284

Paper in proceeding

2012

A Subspace Learning Algorithm For Microwave Scattering Signal Classification With Application To Wood Quality Assessment

Yinan Yu, Tomas McKelvey

IEEE International Workshop on Machine Learning for Signal Processing, MLSP

Paper in proceeding

2012

Compact UWB Indoor and Through-Wall Radar with Precise Ranging and Tracking

Yinan Yu, Jian Yang, Tomas McKelvey et al

International Journal of Antennas and Propagation. Vol. 2012, p. Article ID 678590-

Journal article

2012

Using microwave technology for detecting traumatic intracranial bleedings – tests on a brain phantom

Stefan Candefjord, Ahzaz Ahmad Malik, Stefan Kidborg et al

Medicinteknikdagarna 2012

Other conference contribution

2012

Development of a Compact UWB Radar System for Indoor Ranging and Tracking

Yinan Yu, Jian Yang, Tomas McKelvey et al

COST IC1102, 2nd WG Meeting & Technical Workshop, Istanbul, September 20-21, 2012

Paper in proceeding

2012

Model reduction for inverse scattering problems

Yinan Yu, JOHAN WINGES, Tomas McKelvey et al

AntennEMB, 5-8 March, Stockholm

Conference poster

2012

The new UWB self-grounded Bow-Tie antennas and the applications in Different Systems

Jian Yang, Ahmed Kishk, Aidin Razavi et al

Swedish Radio and Microwave Days 2012, RVK2012, Stockholm, 4-8 March 2012

Conference poster

2011

A new UWB radar system using UWB CMOS chip

Yinan Yu, Sohaib Maalik, Jian Yang et al

Proceedings of the 5th European Conference on Antennas and Propagation, EUCAP 2011. Rome, 11-15 April 2011, p. 771-775

Paper in proceeding

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Showing 5 research projects

2024–2026

AutoLang: LLM adaptation for Automotive Software Engineering

Yinan Yu Functional Programming

Dhasarathy Parthasarathy Functional Programming

CHAIR

2023–2024

Inclusive Mobility Mapping: Enhancing Safety for Vulnerable Road Users (VRUs) with Reduced Mobility

Yinan Yu Functional Programming

Anna K Carlsson Vehicle Safety

Jörgen Lundälv Unknown organization

VINNOVA

2022–2027

Digital material inventories for sustainable urban mining

Alexander Hollberg Building Technology

Josie Harrison Building Technology

Yinan Yu Functional Programming

Leonardo Rosado Building Technology

Aida Eghbali Building Technology

Swedish Foundation for Strategic Research (SSF)

2022–2023

Urban modelling and planning tool for energy and invisible environmental factors using AI methods

Alexander Hollberg Building Technology

Vasilis Naserentin Applied Mathematics and Statistics

Jens Forssén Applied Acoustics

Anders Logg Applied Mathematics and Statistics

Beata Stahre Wästberg Interaction design

Yinan Yu Functional Programming

Sanjay Somanath Building Technology

Andreas Mark Fluid Dynamics

Dag Wästberg Research - Architectural Theory and Method

Franziska Hunger C3SE

AoA Energy

1 publication exists

2019–2021

Verification of Machine Learning Algorithms (Vermillion)

Mary Sheeran Functional Programming

Yinan Yu Functional Programming

Chalmers AI Research Centre (CHAIR)

There might be more projects where Yinan Yu participates, but you have to be logged in as a Chalmers employee to see them.