Keyword:time series

Publications
A Deep Learning Approach to Forecast Cryptocurrency Prices Shobhit Nigam EasyChair Preprint 15701
Enhancement of the Local Outlier Factor Algorithm for Anomaly Detection in Time Series Daniel Barrish and Jan van Vuuren EasyChair Preprint 14238
Multivariate and Multistep Forecasting of System Marginal Price Using a Modified WaveNet Jaeyun Jung, Minkyu Lee, Daegun Ko, Jeonghoon Choi, Hyeseung Han, Bumsu Park, Nayeon Park, Kyoungjoo Kim, Hyunsup Kim and Sungkyu Kim EasyChair Preprint 13404
The Sonified Hertzsprung-Russell Diagram Daniela Huppenkothen, Juan Pampin, James R.A. Davenport and James Wenlock EasyChair Preprint 11661
A Scalable Deep Learning Pipeline for Mapping Forest Disturbances Loïc Dutrieux, Keith A. Araño, Nelly Gaillard and Pieter S.A. Beck EasyChair Preprint 11077
Power Consumption Optimization for Electric Arc Furnace with Time Series Prediction Jaehyuk Lee, Songhwan Kim, Boseon Yoo and Jaesik Choi EasyChair Preprint 10751
Analysis and Forecasting of Stock Market Using Time Series Algorithm Ananthula Jeevan Kumar, Onteddu Gangadhar Reddy, Badveli Sai Kumar Reddy, Balagonda Sandeep Kumar and Arikala Sri Hari EasyChair Preprint 10219
Transforming Learning Data into a Machine Learning Model to Help STEM Students Transition to University Neeraj Katiyar, Armin Yazdani, Janette Barrington, Kira Smith, Valerie Bourassa, Hilary Sweatman and Marcy Slapcoff EasyChair Preprint 10216
Review of Machine Learning Techniques for Cryptocurrency Price Prediction Shubham Bhattad, Stefin Sunnymon, Dallas Vaz and Chhaya Dhavale EasyChair Preprint 10190
The Dengue Cases Using Grey Model Preecha Khrueasom, Chalermchai Puripat, Shawiss Puripat and Vadhana Jayathavaj EasyChair Preprint 9100
Analyzing the Stock Market Price Using Machine Learning for N Number of Days. Shree Kantesh, Prajwal Bv and Shivkumar Cm EasyChair Preprint 8503
Deep Learning for Human Activity/Action Recognition Based Sensor and Smartphone Youssef Errafik, Adil Kenzi and Younes Dhassi EasyChair Preprint 8478
AN-BEATSfor Short-Term Electricity Load Forecasting with Adjusted Seasonality Blocks and Optimization of Block Order Anh Tuan Nguyen, Thanh Chau Do Thi, Anh Ngoc Le and Ngoc Anh Nguyen Thi EasyChair Preprint 8358
Cyclocopula Technique to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors Mohammadreza Mahmoudi and Amir Mosavi EasyChair Preprint 8278
Periodic Copula to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors Mohammad Reza Mahmoudi and Amir Mosavi EasyChair Preprint 7790
Incorporating Financial News Sentiments and MLP-Regressor with Feed-Forward for Stock Market Prediction Junaid Maqbool, Preeti Aggarwal and Ravreet Kaur EasyChair Preprint 5832
Time Series Analysis of Computer Network Traffic in a Dedicated Link Aggregation Ginno Millán, Gastón Lefranc, Román Osorio-Comparán and Víctor Lomas-Barrie EasyChair Preprint 5644
Human Activity Recognition Based on Gramian Angular Field and Convolutional Neural Network Wan-Yi Hsieh and Jui-Chung Hung EasyChair Preprint 5347
Application of Emerging Technologies in the development of a model of Neural Network for the financial forecast in the Stock Exchange of Lima Raul Loayza, Victor Vidal and Margarita Murillo EasyChair Preprint 5342
Preliminaries on the Accurate Estimation of the Hurst Exponent Using Time Series Ginno Millán, Román Osorio-Comparán and Gastón Lefranc EasyChair Preprint 5141
Data Analysis on Covid-19 Ritvik Gautam, Mayank Raj, Abhishek Kumar and Kavita Saini EasyChair Preprint 5058
Minimizing the Bullwhip Effect by Forecasting Supply Chain Demand: Case Study of the Argentine Automotive Sector Claudio Aballay, Luis Quezada, Miguel Alfaro, Guillermo Fuertes, Marc Dahmen and Manuel Vargas EasyChair Preprint 4787
New Method of 1-D to 2-D Transformation of Time Series Oleg Butusov and Vasily Dikusar EasyChair Preprint 3959
Dengue Outbreak Prediction Using Data Mining Techniques Asha Bharambe and Dhananjay Kalbande EasyChair Preprint 3209
Wavelet Co-movement Estimation and Neural Network Forecasting for Energy Commodities, US Stock and US Dollar Indexes Olena Liashenko and Tetyana Kravets EasyChair Preprint 2028
A New Tool for Automated Quality Control of Environmental Data in Open Web Services Najmeh Kaffashzadeh, Felix Kleinert and Martin G Schultz EasyChair Preprint 1325
Studying the COVID-19 Impact on the Antarctic Glacier Melting Rate Mason Chen and Charles Chen In:Proceedings of ISCA 30th International Conference on Software Engineering and Data Engineering
Error Evolution Patterns in Multi-Step Ahead Streamflow Forecasting Georgia Papacharalampous, Hristos Tyralis and Demetris Koutsoyiannis In:HIC 2018. 13th International Conference on Hydroinformatics