Keyword:unsupervised learning

Publications
Dust extinction removal from BP/RP spectra gathered from the Gaia Space Telescope using machine learning algorithms Lara Pallas-Quintela, Ness Melissa, Minia Manteiga Outeiro and José Carlos Dafonte Vázquez In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Face Image Deblurring: A Data-Driven Strategy Abdelwahed Nahli, Yuanzhouhan Cao and Shugong Xu In:GCAI 2020. 6th Global Conference on Artificial Intelligence (GCAI 2020)
From Unsupervised Multi-Instance Learning to Identification of Near-Native Protein Structures Fardina Alam and Amarda Shehu In:Proceedings of the 12th International Conference on Bioinformatics and Computational Biology
Leveraging Machine Learning for Predictive Analytics in Diverse Domains Amit Anaya, Aditya Priya, Vikram Kavya and Diego Martinez EasyChair Preprint 15764
Machine Learning Approach for Suicide and Depression Identification with Corrected Unsupervised Labels Meenal Badki EasyChair Preprint 15684
Advancements in Machine Learning: Techniques, Applications, and Challenges Ryu Nao, Takumi Miyo and Chi Zhang EasyChair Preprint 15664
Unsupervised Learning for Tertiary Structure Prediction of Protein Molecules: Systematic Review Kazi Lutful Kabir EasyChair Preprint 15565
Source-Independent Domain Adaptive Human Pose Detection Toluwani Bolu EasyChair Preprint 14876
Assessing APT Detection Using Financial AI and Machine Learning: Can Greater Accuracy Be Achieved? (CASE STUDY) Adeoye Ibrahim EasyChair Preprint 14872
Leveraging Finance AI and Machine Learning for APT Detection: Is Greater Precision Possible? (CASE STUDY) Kayode Sheriffdeen EasyChair Preprint 14871
Quantum Machine Learning Algorithms for Unsupervised Learning Favour Olaoye and Kaledio Potter EasyChair Preprint 14858
Evaluating APT Detection Through Finance AI and Machine Learning: Is Superior Accuracy Attainable? John Owen EasyChair Preprint 14630
K-means Algorithm of Big Data In ML Ghadeer Suleiman EasyChair Preprint 13878
Real-Time Unsupervised Classification in Industrial Time-Motion Studies Using 2D Key Points Wetu Vexo, Chawalit Jeenanunta, Sapa Chanyachatchwan, Apinun Tunpan and Nisit Sirimarnkit EasyChair Preprint 13681
UARC:Unsupervised Anomalous Traffic Detection with Improved U-Shaped Autoencoder and RetNet Based Multi-Clustering Yunyang Xie, Kai Chen, Shenghui Li, Bingqian Li and Ning Zhang EasyChair Preprint 13570
Advances in 3D Shape Estimation of Soft Manipulators: a Deep Neural Network Perspective Kate Chastain and Wahaj Ahmed EasyChair Preprint 13189
Introduction to Data Mining and Machine Learning Harshita Kailash and Harshit Ruhal EasyChair Preprint 13110
Enhancing IoT Security: Machine Learning Strategies for Intrusion Detection in Connected Networks Usman Hider EasyChair Preprint 12038
Utilizing Machine Learning for Cybersecurity: Techniques in Intrusion Detection Haney Zaki EasyChair Preprint 12015
Outlier Detection Approach for Discovering Anomalous Maritime Profiles Alexandru Pohontu, Robert Gheorghe and Constantin Vertan EasyChair Preprint 10468
Characterising Online Purchasing Behaviour Ganesh Gurram, Nikhil Reddy Kodumuru and Mukesh Tripathi EasyChair Preprint 10460
Unsupervised Hidden State Estimation and Blind Source Separation Using Auto-Encoder RNN Filter Clint Steed and Kim Namhun EasyChair Preprint 9915
Sparse Autoencoder Based Microaneurysm Detection P S Bindhya, R Chitra and V S Bibinraj EasyChair Preprint 9348
Ontology-Driven Scientific Literature Classification using Clustering and Self-Supervised Learning Zhengtong Pan, Patrick Soong and Setareh Rafatirad EasyChair Preprint 7288
Artificial Intelligence in Video Games Ahmed Behe Eddine Cherif and Marwen Ben Salem EasyChair Preprint 4921
State-of-the-art Machine Learning Techniques: 360 Degree Overview Supriya Anand and Shilpa Gite EasyChair Preprint 3931
Deep Learning Algorithm and Their Applications in the Perception Problem Redouane Lhiadi EasyChair Preprint 2492
Recognition of human activity based on sparse data collected from smartphone sensors João Figueiredo, Gonçalo Gordalina, Pedro Correia, Gabriel Pires, Luís Oliveira, Ricardo Martinho, Rui Rijo, Pedro Assuncao, Alexandra Seco and Rui Fonseca-Pinto EasyChair Preprint 828
Road User Abnormal Trajectory Detection using a Deep Autoencoder Pankaj Roy and Guillaume-Alexandre Bilodeau EasyChair Preprint 485
Hybrid Multistage Fuzzy Clustering System for Medical Data Classification Maryam Abdullah, Fawaz S. Al-Anzi and Salah Al-Sharhan EasyChair Preprint 59