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Introduction to Machine Learning

4 September 2024

Papers citing "Introduction to Machine Learning"

43 / 43 papers shown

Title
Demand-Driven Asset Reutilization Analytics Abbas Raza Ali P. J. Lin 23 0 0 28 Dec 2021
Machine Learning for Detecting Data Exfiltration: A Review Bushra Sabir Faheem Ullah M. Babar R. Gaire AAML 70 33 0 17 Dec 2020
Application of Facial Recognition using Convolutional Neural Networks for Entry Access Control Lars Lien Ankile Morgan Feet Heggland Kjartan Krange CVBM 21 0 0 23 Nov 2020
Machine Learning and Soil Humidity Sensing: Signal Strength Approach Lea Dujić Rodić Tomislav Zupanovic T. Perković P. Šolić J. Rodrigues 28 27 0 16 Nov 2020
(Quasi-)Real-Time Inversion of Airborne Time-Domain Electromagnetic Data via Artificial Neural Network P. Bai G. Vignoli A. Viezzoli J. Nevalainen G. Vacca 26 38 0 06 Nov 2020
Quantum-Inspired Classical Algorithm for Principal Component Regression Daniel T. Chen Yekun Xu Betis Baheri Chuan Bi Y. Mao Qiang Quan Shuai Xu 35 4 0 16 Oct 2020
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification Santiago Toledo-Cortés Melissa De La Pava Oscar J. Perdomo Fabio A. González BDL MedIm 42 17 0 29 Jul 2020
A Comparison of Optimization Algorithms for Deep Learning Derya Soydaner 159 159 0 28 Jul 2020
Machine Learning for Exploring Spatial Affordance Patterns Boyana Buyuklieva 20 1 0 16 May 2020
A machine learning based heuristic to predict the efficacy of online sale A. Singhania S. Mukherjee Ritajit Majumdar Akash Mehta Priyanka Banerjee Debasmita Bhoumik 11 1 0 10 May 2020
A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications Onur Avcı Osama Abdeljaber S. Kiranyaz M. Hussein Moncef Gabbouj D. Inman 59 906 0 09 Apr 2020
Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection J. T. Oliva J. Rosa 32 17 0 02 Apr 2020
Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability Georgia Papacharalampous Hristos Tyralis AI4TS 33 36 0 02 Jan 2020
Reinforcement Learning-Driven Test Generation for Android GUI Applications using Formal Specifications Yavuz Köroglu A. Sen 64 13 0 13 Nov 2019
Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making D. Paulus Gerdien de Vries B. Walle 16 2 0 12 Nov 2019
Techniques for Adversarial Examples Threatening the Safety of Artificial Intelligence Based Systems Utku Kose SILM AAML 29 2 0 29 Sep 2019
Bayesian Receiver Operating Characteristic Metric for Linear Classifiers S. Hassan H. Huttunen J. Niemi Jussi Tohka 21 2 0 23 Aug 2019
The Quantum Version Of Classification Decision Tree Constructing Algorithm C5.0 K. Khadiev Ilnaz Mannapov L. Safina 44 19 0 16 Jul 2019
Predicting Solar Flares Using a Long Short-Term Memory Network Hao Liu Chang Liu Jinqiao Wang Haimin Wang 53 113 0 17 May 2019
A review on Neural Turing Machine Soroor Malekmohamadi Faradonbe Faramarz Safi Esfahani AI4CE 153 6 0 10 Apr 2019
Tackling Initial Centroid of K-Means with Distance Part (DP-KMeans) Ahmad Ilham Danny Ibrahim L. Assaffat A. Solichan 20 3 0 15 Mar 2019
Applications of Machine Learning in Cryptography: A Survey M. Alani 36 36 0 11 Feb 2019
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems Á. Xavier F. Qiu Shabbir Ahmed 65 148 0 04 Feb 2019
Medical Diagnosis with a Novel SVM-CoDOA Based Hybrid Approach M. H. Calp 21 4 0 02 Feb 2019
Predicting wind pressures around circular cylinders using machine learning techniques G. Hu K. Kwok AI4CE 26 117 0 21 Jan 2019
Artificial Intelligence and Machine Learning to Predict and Improve Efficiency in Manufacturing Industry I. E. Hassani Choumicha El Mazgualdi Tawfik Masrour 29 13 0 08 Jan 2019
Supervised Neural Networks for Helioseismic Ring-Diagram Inversions Rasha Alshehhi C. Hanson L. Gizon S. Hanasoge 15 9 0 06 Jan 2019
Machine learning approaches to understand the influence of urban environments on human's physiological response Varun Ojha Danielle Griego S. Kuliga M. Bielik Peter Bus ... Matthias Standfest S. Schneider R. König D. Donath G. Schmitt 34 53 0 10 Dec 2018
Faster Support Vector Machines Sebastian Schlag Matthias Schmitt Christian Schulz 84 27 0 20 Aug 2018
AEkNN: An AutoEncoder kNN-based classifier with built-in dimensionality reduction F. Pulgar F. Charte Antonio J. Rivera M. J. D. Jesus 41 20 0 23 Feb 2018
On singular value distribution of large dimensional data matrices whose columns have different correlations Yanqing Yin 40 2 0 05 Feb 2018
Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning Yixing Li Fengbo Ren MQ 36 12 0 03 Feb 2018
Diagonal RNNs in Symbolic Music Modeling Y. C. Subakan Paris Smaragdis 58 20 0 18 Apr 2017
On the Properties of the Softmax Function with Application in Game Theory and Reinforcement Learning Bolin Gao Lacra Pavel FAtt 108 309 0 03 Apr 2017
Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey Elike Hodo X. Bellekens Andrew W. Hamilton Christos Tachtatzis Robert C. Atkinson 70 237 0 09 Jan 2017
Performance Based Evaluation of Various Machine Learning Classification Techniques for Chronic Kidney Disease Diagnosis Sahil Sharma Vinod Sharma Atul Sharma OOD 22 46 0 28 Jun 2016
Total Variation Applications in Computer Vision Vania V. Estrela Hermes Aguiar Magalhaes O. Saotome 27 27 0 31 Mar 2016
Detecting Falls with X-Factor Hidden Markov Models Shehroz S. Khan Michelle Karg Dana Kulić Jesse Hoey 75 31 0 08 Apr 2015
Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints Xiaoxia Sun Nasser M. Nasrabadi T. Tran 133 62 0 03 Feb 2015
PIN Skimming: Exploiting the Ambient-Light Sensor in Mobile Devices Raphael Spreitzer AAML 106 93 0 15 May 2014
Machine Learning of Phonologically Conditioned Noun Declensions For Tamil Morphological Generators K. Rajan Dr. V. Ramalingam Dr. M. Ganesan 30 3 0 14 Feb 2014
Detecting English Writing Styles For Non-native Speakers Rami Al-Rfou 74 6 0 02 Nov 2012
Dyna-H: a heuristic planning reinforcement learning algorithm applied to role-playing-game strategy decision systems Matilde Santos Jos´e Antonio Victoria L´opez Guillermo Botella 103 54 0 20 Jan 2011