Sandra E. M. Dudley

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 35

Top Topics

Unsupervised Learning

Optical Imaging

Myocardial Infarction

Dimensionality Reduction

Top Venues

Multim. Tools Appl.

Publications

Adil Ali Saleem, Hafeez Ur Rehman Siddiqui, Rukhshanda Sehar, Sandra E. M. Dudley
Gender classification based on gait analysis using ultrawide band radar augmented with artificial intelligence. Expert Syst. Appl. 249 (2024)
Laureta Hajderanj, Daqing Chen, Sandra E. M. Dudley, Guillaume Gilloppe, Baptiste Sivy
Novel parameter-free and parametric same degree distribution-based dimensionality reduction algorithms for trustworthy data structure preserving. Inf. Sci. 661 (2024)
Hafeez Ur Rehman Siddiqui, Ambreen Akmal, Muhammad Iqbal, Adil Ali Saleem, Muhammad Amjad Raza, Kainat Zafar, Aqsa Zaib, Sandra E. M. Dudley, Jon Arambarri, Ángel Kuc Castilla, Furqan Rustam
Ultra-Wide Band Radar Empowered Driver Drowsiness Detection with Convolutional Spatial Feature Engineering and Artificial Intelligence. Sensors 24 (12) (2024)
Hafeez Ur Rehman Siddiqui, Muhammad S. Nawaz, Muhammad Saeed, Adil Ali Saleem, Muhammad Amjad Raza, Ali Raza, Muhammad Ahsan, Sandra E. M. Dudley
Footwear-integrated force sensing resistor sensors: A machine learning approach for categorizing lower limb disorders. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Hafeez Ur Rehman Siddiqui, Riccardo Russo, Adil Ali Saleem, Sandra E. M. Dudley, Furqan Rustam
Improving Automated PSN Assessment in Type 2 Diabetes: A Study on Plantar Lesion Recognition and Probe Avoidance Techniques. IEEE Access 12 (2024)
Hafeez Ur Rehman Siddiqui, Kainat Zafar, Adil Ali Saleem, Rukhshanda Sehar, Furqan Rustam, Sandra E. M. Dudley, Imran Ashraf
Artificial intelligence-based myocardial infarction diagnosis: a comprehensive review of modern techniques. Multim. Tools Appl. 83 (14) (2024)
Kainat Zafar, Hafeez Ur Rehman Siddiqui, Abdul Majid, Adil Ali Saleem, Ali Raza, Furqan Rustam, Sandra E. M. Dudley
Deep Learning-Based Feature Engineering to Detect Anterior and Inferior Myocardial Infarction Using UWB Radar Data. IEEE Access 11 (2023)
Hafeez Ur Rehman Siddiqui, Kainat Zafar, Adil Ali Saleem, Muhammad Amjad Raza, Sandra E. M. Dudley, Furqan Rustam, Imran Ashraf
Emotion classification using temporal and spectral features from IR-UWB-based respiration data. Multim. Tools Appl. 82 (12) (2023)
Hafeez Ur Rehman Siddiqui, Faizan Younas, Furqan Rustam, Emmanuel Soriano Flores, Julien Brito Ballester, Isabel de la Torre Díez, Sandra E. M. Dudley, Imran Ashraf
Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning. Sensors 23 (15) (2023)
Dilshan N. Wickramarachchi, Soumya Prakash Rana, Mohammad Ghavami, Sandra E. M. Dudley
Comparison of IR-UWB Radar SoC for Non-Contact Biomedical Application. ISMICT (2023)
Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Muhammad Amjad Raza, Kainat Zafar, Kashif Munir, Sandra E. M. Dudley
IoT Based Railway Track Faults Detection and Localization Using Acoustic Analysis. IEEE Access 10 (2022)
Bilal Khalid, Banafsheh Khalesi, Navid Ghavami, Lorenzo Sani, Alessandro Vispa, Mario Badia, Sandra E. M. Dudley, Mohammad Ghavami, Gianluigi Tiberi
3D Huygens Principle Based Microwave Imaging Through MammoWave Device: Validation Through Phantoms. IEEE Access 10 (2022)
Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Muhammad Amjad Raza, Kainat Zafar, Riccardo Russo, Sandra E. M. Dudley
Automatic User Preferences Selection of Smart Hearing Aid Using BioAid. Sensors 22 (20) (2022)
Soumya Prakash Rana, Maitreyee Dey, Mohammad Ghavami, Sandra E. M. Dudley
3-D Gait Abnormality Detection Employing Contactless IR-UWB Sensing Phenomenon. IEEE Trans. Instrum. Meas. 70 (2021)
Rahman Shafique, Hafeez Ur Rehman Siddiqui, Furqan Rustam, Saleem Ullah, Muhammad Abubakar Siddique, Ernesto Lee, Imran Ashraf, Sandra E. M. Dudley
A Novel Approach to Railway Track Faults Detection Using Acoustic Analysis. Sensors 21 (18) (2021)
Hafeez Ur Rehman Siddiqui, Hina Fatima Shahzad, Adil Ali Saleem, Abdul Baqi Khan Khakwani, Furqan Rustam, Ernesto Lee, Imran Ashraf, Sandra E. M. Dudley
Respiration Based Non-Invasive Approach for Emotion Recognition Using Impulse Radio Ultra Wide Band Radar and Machine Learning. Sensors 21 (24) (2021)
Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Robert Brown, Bahattin Bademci, Ernesto Lee, Furqan Rustam, Sandra E. M. Dudley
Non-Invasive Driver Drowsiness Detection System. Sensors 21 (14) (2021)
Behnaz Sohani, James Puttock, Banafsheh Khalesi, Navid Ghavami, Mohammad Ghavami, Sandra E. M. Dudley, Gianluigi Tiberi
Developing Artefact Removal Algorithms to Process Data from a Microwave Imaging Device for Haemorrhagic Stroke Detection. Sensors 20 (19) (2020)
Maitreyee Dey, Soumya Prakash Rana, Sandra E. M. Dudley
Smart building creation in large scale HVAC environments through automated fault detection and diagnosis. Future Gener. Comput. Syst. 108 (2020)
Laureta Hajderanj, Da-Qing Chen, Enrico Grisan, Sandra E. M. Dudley
Single- and Multi-Distribution Dimensionality Reduction Approaches for a Better Data Structure Capturing. IEEE Access 8 (2020)
Behnaz Sohani, Banafsheh Khalesi, Navid Ghavami, Mohammad Ghavami, Sandra E. M. Dudley, Amir Rahmani, Gianluigi Tiberi
Detection of haemorrhagic stroke in simulation and realistic 3-D human head phantom using microwave imaging. Biomed. Signal Process. Control. 61 (2020)
Mahreen Riaz, Gianluigi Tiberi, Humphrey Asani, Mohammad Ghavami, Sandra E. M. Dudley
A Non-Invasive Bone Fracture Monitoring Analysis using an UHF Antenna. CSNDSP (2020)
Soumya Prakash Rana, Maitreyee Dey, Mohammad Ghavami, Sandra E. M. Dudley
Signature Inspired Home Environments Monitoring System Using IR-UWB Technology. Sensors 19 (2) (2019)
Soumya Prakash Rana, Maitreyee Dey, Mohammad Ghavami, Sandra E. M. Dudley
ITERATOR: A 3D Gait Identification from IR-UWB Technology. EMBC (2019)
Banafsheh Khalesi, Gianluigi Tiberi, Navid Ghavami, Mohammad Ghavami, Sandra E. M. Dudley
Skin Cancer Detection through Microwaves: Validation on Phantom Measurements. IST (2018)
Mahreen Riaz, Grzegorz Rymar, Mohammad Ghavami, Sandra E. M. Dudley
A novel design of UHF RFID passive tag antenna targeting smart cards limited area. ICCE (2018)
Maitreyee Dey, Soumya Prakash Rana, Sandra E. M. Dudley
Semi-Supervised Learning Techniques for Automated Fault Detection and Diagnosis of HVAC Systems. ICTAI (2018)
Soumya Prakash Rana, Javier Prieto, Maitreyee Dey, Sandra E. M. Dudley, Juan Manuel Corchado Rodríguez
A Self Regulating and Crowdsourced Indoor Positioning System through Wi-Fi Fingerprinting for Multi Storey Building. Sensors 18 (11) (2018)
Muyiwa Olakanmi Oladimeji, Mikdam Turkey, Sandra E. M. Dudley
HACH: Heuristic Algorithm for Clustering Hierarchy protocol in wireless sensor networks. Appl. Soft Comput. 55 (2017)
Soumya Prakash Rana, Maitreyee Dey, Hafeez Ur Rehman Siddiqui, Gianluigi Tiberi, Mohammad Ghavami, Sandra E. M. Dudley
UWB localization employing supervised learning method. ICUWB (2017)
Maitreyee Dey, Manik Gupta, Mikdam Turkey, Sandra E. M. Dudley
Unsupervised learning techniques for HVAC terminal unit behaviour analysis. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Muhammad Altaf, Farman Ali Khan, Nadia N. Qadri, Mohammed Ghanbari, Sandra E. M. Dudley
Adaptive robust video broadcast via satellite. Multim. Tools Appl. 76 (6) (2017)
Muyiwa Olakanmi Oladimeji, Mikdam Turkey, Sandra E. M. Dudley
Iterated local search algorithm for clustering wireless sensor networks. CEC (2016)
Navid Ghavami, Gianluigi Tiberi, Mohammad Ghavami, Sandra E. M. Dudley, Majella Lane
Huygens principle based UWB microwave imaging method for skin cancer detection. CSNDSP (2016)
Muyiwa O. Oladimeji, Mikdam Turkey, Sandra E. M. Dudley
A Heuristic Crossover Enhanced Evolutionary Algorithm for Clustering Wireless Sensor Network. EvoApplications (1) (2016)
Zhifang Liao, Yong Li, Yanni Peng, Ying Zhao, Fangfang Zhou, Zhining Liao, Sandra E. M. Dudley, Mohammad Ghavami
A semantic-enhanced trajectory visual analytics for digital forensic. J. Vis. 18 (2) (2015)
Hafeez Ur Rehman Siddiqui, Michelle Spruce, Stephen R. Alty, Sandra E. M. Dudley
Automated Peripheral Neuropathy Assessment Using Optical Imaging and Foot Anthropometry. IEEE Trans. Biomed. Eng. 62 (8) (2015)
Hafeez Ur Rehman Siddiqui, Michelle Spruce, Stephen R. Alty, Sandra E. M. Dudley
Automated Semmes Weinstein monofilament examination replication using optical imaging and mechanical probe assembly. ISBI (2015)
Muyiwa O. Oladimeji, Mikdam Turkey, Mohammad Ghavami, Sandra E. M. Dudley
A new approach for event detection using k-means clustering and neural networks. IJCNN (2015)
Nikolaos Vastardis, Mounir Adjrad, Kathryn Buchanan, Zhining Liao, Christian Koch, Riccardo Russo, Kun Yang, Mohammad Ghavami, Ben Anderson, Sandra E. M. Dudley
A user-centric system architecture for residential energy consumption reduction. OnlineGreenComm (2014)
Sandra E. M. Dudley, Terence J. Quinlan, Stuart D. Walker
Ultrabroadband Wireless-Optical Transmission Links Using Axial Slot Leaky Feeders and Optical Fiber for Underground Transport Topologies. IEEE Trans. Veh. Technol. 57 (6) (2008)
Sandra E. M. Dudley, Terence J. Quinlan, Stuart D. Walker
1.6Gb/s Data Throughput Optically-Remoted Leaky Feeders for Underground Transport Environments. VTC Spring (2007)