Published Articles with Keyword: Forecast
- Title: Crop Area Management Based on Fuzzy Analysis of Historical Sensor Readings Combined Within a Unified IoT Platform
Authors: Elchin Aliyev, Ramin Rzayev, Asgar Almasov, Abulfat Rahmanov
Doi: 10.37394/23209.2024.21.35
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Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: Time Series Cross-Sequence Prediction
Authors: Kiril Koparanov, Elena Antonova, Daniela Minkovska, Krasin Georgiev
Doi: 10.37394/23207.2024.21.131
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Published in WSEAS Transactions on Business and Economics, Volume 21, 2024
- Title: Recovery of the Economy of Ukraine on the Basis of Digital Entrepreneurship: Forecast Expectations, Models and Scenarios of Post-War Development
Authors: Kateryna Kraus, Nataliia Kraus, Galyna Pochenchuk, Oleksandr Manzhura, Vitaly Kyrpushko
Doi: 10.37394/23207.2024.21.124
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Published in WSEAS Transactions on Business and Economics, Volume 21, 2024
- Title: Time-Stratified Analysis of Electricity Consumption: A Regression and Neural Network Approach in the Context of Turkey
Authors: Si̇mge Yi̇ği̇t, Safi̇ye Turgay, Çi̇ğdem Cebeci̇, Esma Sedef Kara
Doi: 10.37394/232016.2024.19.12
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Published in WSEAS Transactions on Power Systems, Volume 19, 2024
- Title: The Development of Forecasting Models for Life Insurance Data by Employing Time-series Analysis and Machine Learning Technique
Authors: Supika Huadsri, Wikanda Phaphan
Doi: 10.37394/23206.2024.23.23
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Published in WSEAS Transactions on Mathematics, Volume 23, 2024
- Title: Using Monte-Carlo Dropout in Deep Neural Networks for Interval Forecasting of Durian Export
Authors: Patchanok Srisuradetchai, Wikanda Phaphan
Doi: 10.37394/23203.2024.19.2
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Published in WSEAS Transactions on Systems and Control, Volume 19, 2024
- Title: The Impact of Artificial Intelligence (AI) on the Accounting System of Saudi Companies
Authors: Randa Abd Elhamied Mohammed Hamza, Nasareldeen Hamed Ahmed Alnor, Ebrahim Mohammed Al-Matari, Zakia Seid Benzerrouk, Abdelwhab Musa Elgali Mohamed, Mohamed Youcef Bennaceur, Ahmed Hesham Moawed Elhefni, Mona M. Elshaabany
Doi: 10.37394/23207.2024.21.42
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Published in WSEAS Transactions on Business and Economics, Volume 21, 2024
- Title: Forecasting Wind and Solar Energy Production in the Greek Power System using ANN Models
Authors: Georgios Fotis, Nenad Sijakovic, Mileta Zarkovic, Vladan Ristic, Aleksandar Terzic, Vasiliki Vita, Magda Zafeiropoulou, Emmanouil Zoulias, Theodoros I. Maris
Doi: 10.37394/232016.2023.18.38
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Published in WSEAS Transactions on Power Systems, Volume 18, 2023
- Title: Machine Learning Applied to Viscosity Prediction: A Case Study
Authors: Gil Vera Victor Daniel
Doi: 10.37394/23205.2023.22.31
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Prediction of the Growth of Renewable Energies in the European Union using Time Series Analysis
Authors: Holger Kraenzle, Maximilian Rampp, Daniel Werner, Jürgen Seitz, Neha Sharma
Doi: 10.37394/23205.2023.22.26
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Time Series Analysis with Application in Public Health and Biomedical Data
Authors: Theodor D. Popescu
Doi: 10.37394/232014.2023.19.15
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Published in WSEAS Transactions on Signal Processing, Volume 19, 2023
- Title: Analysis of Gold Price Movements Through a Financial Forecasting Model Approach
Authors: Rr Erlina, Ayi Ahadiat, Rialdi Azhar, Fajrin Satria Dwi Kesumah, Toto Gunarto
Doi: 10.37394/23207.2023.20.152
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Published in WSEAS Transactions on Business and Economics, Volume 20, 2023
- Title: Forecasting the Performance of PT Pertamina’s Petrochemical Products During the Covid-19 Pandemic Era
Authors: Waljiyanto, M. Al Musadieq, Edy Yulianto, Yusri Abdillah
Doi: 10.37394/232033.2023.1.10
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Published in International Journal of Environmental Engineering and Development, Volume 1, 2023
- Title: Forecasting Inflation using the ARIMA Approach (Case of Albania)
Authors: Ingrid Konomi, Blisard Zani
Doi: 10.37394/23207.2023.20.111
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Published in WSEAS Transactions on Business and Economics, Volume 20, 2023
- Title: Machine Learning-based Forecasting of Sensor Data for Enhanced Environmental Sensing
Authors: Marta Narigina, Arturs Kempelis, Andrejs Romanovs
Doi: 10.37394/23202.2023.22.55
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Published in WSEAS Transactions on Systems, Volume 22, 2023
- Title: Forecasting Models for Thailand’s Electrical Appliances Export Values
Authors: Somsri Banditvilai, Yuwadee Klomwises
Doi: 10.37394/23202.2023.22.47
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Published in WSEAS Transactions on Systems, Volume 22, 2023
- Title: Predictive Modeling of Photovoltaic Solar Power Generation
Authors: Gil-Vera V. D., Quintero-López C.
Doi: 10.37394/232016.2023.18.8
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Published in WSEAS Transactions on Power Systems, Volume 18, 2023
- Title: The Modeling of Jakarta Composite Index Data Before and During COVID-19 Pandemic and its Alignment into Government Policy in Energy Sector
Authors: Florentina Kurniasari, Eko Endarto, Helena Dewi, Cynthia Sari Dewi, Nurhuda Nizar
Doi: 10.37394/23207.2023.20.64
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Published in WSEAS Transactions on Business and Economics, Volume 20, 2023
- Title: Key Concepts of Designing Business Processes in Hospitality Enterprises: Trend Analysis
Authors: Liliia Honchar, Alina Poplavska, Valentina Rusavska, Sergii Neilenko, Iryna Holubets, Maryna Bratitsel
Doi: 10.37394/232015.2022.18.114
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Published in WSEAS Transactions on Environment and Development, Volume 18, 2022
- Title: An Enhanced Adaptative System based on Machine Learning for Predicting the Evolution of Islamic Stock Prices
Authors: Kaoutar Abbahaddou, Mohammed Salah Chiadmi, Rajae Aboulaich
Doi: 10.37394/23207.2022.19.150
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Published in Business and Economics , Volume 19, 2022
- Title: The Solar Energy Forecasting by Pearson Correlation using Deep Learning Techniques
Authors: Tamer Mushal Al-Jaafreh, Abdullah Al-Odienat
Doi: 10.37394/232024.2022.2.19
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Published in Earth Sciences and Human Constructions, Volume 2, 2022
- Title: Methodology for Assessing and Predicting the Rate of Development of Education in the Republic of Azerbaijan
Authors: Shafa Guliyeva, Reyhan Azizova
Doi: 10.37394/232015.2022.18.92
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Published in WSEAS Transactions on Environment and Development, Volume 18, 2022
- Title: A Comparative Study of Statistical and Deep Learning Models for Energy Load Prediction
Authors: E. Gjika, L. Basha
Doi: 10.37394/232027.2022.4.1
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Published in International Journal of Electrical Engineering and Computer Science, Volume 4, 2022
- Title: Real-time Forecasting of Electrical Power System Loads using Moving Average-Extreme Learning Machine (MA-ELM) Algorithm
Authors: Venkatasivanagaraju S., M. Venkateswara Rao
Doi: 10.37394/23203.2022.17.26
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Published in WSEAS Transactions on Systems and Control, Volume 17, 2022
- Title: Application of Management Based on Mathematical Models to Solve Investment Strategy Problems
Authors: Niyazi Hasanov, Tokhtaposha Akbulaeva, Kamal Ahmadov, Akram Hasanzadeh
Doi: 10.37394/23207.2022.19.99
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Published in WSEAS Transactions on Business and Economics, Volume 19, 2022
- Title: Forecasting of Post-Covid-19 Import Value Index in Nigeria Using Box-Jenkins Methodology
Authors: Ogunlade Temitope Olu, Akindutire Opeyemi Roselyn, Faweya Olanrewaju, Balogun Kayode Oguntuase, Okoro Joshua Otonritse
Doi: 10.37394/23206.2022.21.21
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Published in WSEAS Transactions on Mathematics, Volume 21, 2022
- Title: Investigating the Effect of Noise Elimination on LSTM Models for Financial Markets Prediction Using Kalman Filter and Wavelet Transform
Authors: Amin Karimi Dastgerdi, Paolo Mercorelli
Doi: 10.37394/23207.2022.19.39
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Published in WSEAS Transactions on Business and Economics, Volume 19, 2022
- Title: Adequate Mathematical Models in Algebraic Form
Authors: Menshikov Yu.L.
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Published in International Journal of Computational and Applied Mathematics & Computer Science, Volume 1, 2021
- Title: Taking the Financing Decision Considering the Comparison Between Their Own or Borrowed Funding and Public Funding
Authors: Calefariu Emilia, Buda Traian Alexandru
Doi: 10.37394/232024.2021.1.3
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Published in Earth Sciences and Human Constructions, Volume 1, 2021
- Title: Analysis of Primary Energy Consumption in the United States
Authors: A. A. Vysotskaya, A. A. Vorontsov, R. I. Dzerzhinsky
Doi: 10.37394/232016.2021.16.18
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Published in WSEAS Transactions on Power Systems, Volume 16, 2021
- Title: Week-ahead Forecasting of Household Energy Consumption Using CNN and Multivariate Data
Authors: Vanita Agrawal, Pradyut K. Goswami, Kandarpa K. Sarma
Doi: 10.37394/23205.2021.20.19
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Published in WSEAS Transactions on Computers, Volume 20, 2021
- Title: Forecasting of Visitors Arrived in Taiwan for Tourism Supply Chain Demand using Big Data
Authors: Yi-Hui Liang
Doi: 10.37394/232018.2021.9.10
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Published in WSEAS Transactions on Computer Research, Volume 9, 2021
- Title: Scenario Forecasting of Agriculture Institutional Transformation on Sustainable Development Base
Authors: Yurii Lopatynskyi, Zoriana Kobelia, Liubov Vodianka, Iryna Antokhova, Andzhei Halytskyi
Doi: 10.37394/232015.2021.17.55
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Published in WSEAS Transactions on Environment and Development, Volume 17, 2021
- Title: Place of Environmental Management in Ukraine in the System of Modeling Management of Sustainable Development of the Region
Authors: Oksana Zamazii, Olha Dupliak, Karpenko Vitalii, Oksana Proskurovych, Andrii Mazarchuk
Doi: 10.37394/232015.2021.17.26
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Published in WSEAS Transactions on Environment and Development, Volume 17, 2021
- Title: Long Term Load Forecasting Based on Hybrid Model of Feed Forward Net and Modified Grey Wolf Optimization
Authors: Rizk M. Rizk-Allah, I. M. El-desoky, A. N. Ayad
Doi: 10.37394/232016.2020.15.17
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Published in WSEAS Transactions on Power Systems, Volume 15, 2020
- Title: Time Series Analysis for Assessing and Forecasting of Road Traffic Accidents - Case Studies
Authors: Theodor D. Popescu
Doi: 10.37394/23206.2020.19.17
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Published in WSEAS Transactions on Mathematics, Volume 19, 2020
- Title: Production Optimization versus Asset Availability – a Review
Authors: Balduíno Mateus, José Torres Farinha, António Marques Cardoso
Doi: 10.37394/23203.2020.15.33
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Published in WSEAS Transactions on Systems and Control, Volume 15, 2020
- Title: Short-Term and Mid-Term Load Forecasting in Distribution System Using Copula
Authors: Taha Ahmadi, Carlos Alberto Cristancho Rivera
Doi: 10.37394/23203.2020.15.30
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Published in WSEAS Transactions on Systems and Control, Volume 15, 2020
- Title: On Modelling seasonal ARIMA series: Comparison, Application and Forecast (Number of Injured in Road Accidents in Northeast Algeria)
Authors: Farida Merabet, Halim Zeghdoudi
Doi: 10.37394/23203.2020.15.25
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Published in WSEAS Transactions on Systems and Control, Volume 15, 2020
- Title: Forecasting Reference Evapotranspiration Using Time Lagged Recurrent Neural Network
Authors: Georgios Proias, Ioannis Gravalos, Elpiniki Papageorgiou, Katarzyna Poczęta, Maria Sakellariou-Makrantonaki
Doi: 10.37394/232015.2020.16.72
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Published in WSEAS Transactions on Environment and Development, Volume 16, 2020
- Title: Use of Markov Chains for Modeling Processes of Strategic Planning of Innovative Activity of the Enterprise
Authors: K. Doroshkevych, O. Maslak, V. Voronovska, І. Salata
Doi: 10.37394/232015.2020.16.44
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Published in WSEAS Transactions on Environment and Development, Volume 16, 2020
- Title: Forecasting the Amount of Cash in Circulation Based on a Regression Model with Lagged Variables
Authors: Marina Batova
Doi: 10.37394/23207.2020.17.95
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Published in WSEAS Transactions on Business and Economics, Volume 17, 2020
- Title: The Innovation Development in China in the Context of Globalization
Authors: Vitalina Babenko, Olga Pravotorova, Nataliia Yefremova, Svitlana Popova, Irina Kazanchuk, Vladislav Honcharenko
Doi: 10.37394/23207.2020.17.51
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Published in WSEAS Transactions on Business and Economics, Volume 17, 2020
- Title: Competitiveness in insular regions: case of isla grande in the archapelago of islas del rosario, Cartagena, Colombia
Authors: Jorge Del Rio-Cortina, Mikel Ibarra-Fernández, Carlos Rodríguez-Arias, Naomi López-Espitia
Doi: 10.37394/23207.2020.17.40
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Published in WSEAS Transactions on Business and Economics, Volume 17, 2020
- Title: A predictive convolutional neural network model for source-load forecasting in smart grids
Authors: Danny Khoury, Fakheredine Keyrouz
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Published in WSEAS Transactions on Power Systems, Volume 14, 2019
- Title: Modeling and Forecasting of Air Quality Impact on Mortality Rates - A Case Study
Authors: Theodor D. Popescu
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Published in WSEAS Transactions on Systems, Volume 18, 2019
- Title: Average Displacement-Support Vector Machines via Lyapunov Exponents and Wave Approximate Function in Power Load Forecasting Model
Authors: Jianfeng Lia, Dongxiao Niu, Ming Wu, Yongli Wang, Meng Li, Mingyue Yong
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Published in WSEAS Transactions on Power Systems, Volume 13, 2018
- Title: Prediction of CO Concentrations in Monterrey, Mexico, by means of ARIMA Models
Authors: Claudio Guarnaccia, Simona Mancini, Joseph Quartieri
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Published in WSEAS Transactions on Environment and Development, Volume 14, 2018
- Title: Statistical, Quantitative Probability and Nowcasting Forecasting Methods of Severe Convective Storms
Authors: David Šaur
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Published in WSEAS Transactions on Environment and Development, Volume 14, 2018
- Title: Success Rate Evaluation of Severe Storm Phenomena and Flash Floods Forecasting
Authors: David Šaur
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Published in WSEAS Transactions on Environment and Development, Volume 14, 2018
- Title: Forecasting Gold Prices Using Membership Function Model as Probability Density Function of Normal Distribution
Authors: S. Sakha, S. Boonthiem, W. Klongdee
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Published in WSEAS Transactions on Business and Economics, Volume 15, 2018
- Title: New Particle Swarm Neural Networks Model Based Long Term Electrical Load Forecasting in Slovakia
Authors: S. H. Oudjana, A. Hellal
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Published in WSEAS Transactions on Business and Economics, Volume 15, 2018
- Title: A Longitudinal Model for MIBEL Energy Prices
Authors: Ana Borges, Eliana Costa E Silva, Ricardo Covas
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Published in WSEAS Transactions on Systems and Control, Volume 13, 2018
- Title: Research on Bullwhip Effect in Supply Chains with Two Retailers Considering Probability based on the Impact of Price
Authors: Junhai Ma, Binshuo Bao
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Published in WSEAS Transactions on Systems, Volume 17, 2018
- Title: Forecasting of Financial Markets via Neural Network
Authors: Roumen Trifonov
Doi: 5
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Published in WSEAS Transactions on Advances in Engineering Education, Volume 13, 2017
- Title: Forecasting Automobile Sales Using an Ensemble of Methods
Authors: Sjoert Fleurke
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Published in WSEAS Transactions on Systems, Volume 16, 2017
- Title: Improvement of Inventory Control and Forecast According to Activity-Based Classifications: T Company as an Example
Authors: Jui-Chan Huang
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Published in WSEAS Transactions on Business and Economics, Volume 14, 2017
- Title: An Approach Towards Real Time Short Term Load Forecasting Using Grey Index Models for Smart Grid Framework
Authors: Sreenu Sreekumar, Jatin Verma, Sujil A., Rajesh Kumar
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Published in WSEAS Transactions on Power Systems, Volume 11, 2016
- Title: Efficient Multistep Nonlinear Time Series Prediction Involving Deterministic Chaos Based Local Reconstruction Methodologies and Multilayer Perceptron Neural Networks in Diode Resonator Circuits
Authors: D. A. Karras, M. P. Hanias
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Published in WSEAS Transactions on Signal Processing, Volume 12, 2016
- Title: Training Neural Networks for Financial Forecasting: Backpropagation vs Particle Swarm Optimization
Authors: Luca Di Persio, Oleksandr Honchar
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Published in WSEAS Transactions on Business and Economics, Volume 13, 2016
- Title: Taking the Financing Decision Considering Various Funding Possibilities for Entrepreneurs
Authors: Calefariu Emilia, Buda Traian Alexandru
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Published in WSEAS Transactions on Business and Economics, Volume 13, 2016
- Title: Power System Middle-Term Load Forecasting Based on CEEMD with Fuzzy Entropy and Elman ANN
Authors: Xin-You Wang, Chen-Hua Wang, Le-Bin Bai, Zhan Qu
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Published in WSEAS Transactions on Systems and Control, Volume 11, 2016
- Title: Clustering Multi-Model Predictive Control for Solar Thermal Power Generation System
Authors: Xiao-Juan Lu, Qi Guo, Hai-Ying Dong
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Published in WSEAS Transactions on Systems and Control, Volume 11, 2016
- Title: A Review and Evaluation of Current Wind Power Prediction Technologies
Authors: Sumit Saroha, S. K. Aggarwal
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Published in WSEAS Transactions on Power Systems, Volume 10, 2015
- Title: Modelling and Forecasting of the Annual Inflation Rate in the Unstable Economic Conditions
Authors: Josef Arlt, Markéta Arltová
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Published in WSEAS Transactions on Business and Economics, Volume 12, 2015
- Title: Economic Forecast on the Basis of Linear Trend Analysis and “Bottom-up” Approach
Authors: Ingrid Majerová, Tomáš Pražák
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Published in WSEAS Transactions on Business and Economics, Volume 12, 2015
- Title: Measure of Bullwhip Effect Considering Stochastic Disturbance Based on Price Fluctuations in a Supply Chain with Two Retailers based on price fluctuations in a supply chain with two retailers
Authors: Junhai Ma, Jing Zhang
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Published in WSEAS Transactions on Mathematics, Volume 14, 2015
- Title: Hybrid PSO-ANN Application for Improved Accuracy of Short Term Load Forecasting
Authors: A. G. Abdullah, G. M. Suranegara, D. L. Hakim
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Published in WSEAS Transactions on Power Systems, Volume 9, 2014
- Title: Demand Forecasting in Food Retail: A Comparison between the Holt-Winters and ARIMA Models
Authors: Claudimar Pereira Da Veiga, Cássia Rita Pereira Da Veiga, Anderson Catapan, Ubiratã Tortato, Wesley Vieira Da Silva
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Published in WSEAS Transactions on Business and Economics, Volume 11, 2014
- Title: Volatility Forecast Combination of Brazilian Selic Interest Rate and Exchange Rate by Means of Principal Component Analysis
Authors: Lizandra Salau Da Rocha, Adriano Mendonça Souza, Roselaine Ruviaro Zaninni, Meire Mezzomo
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Published in WSEAS Transactions on Business and Economics, Volume 11, 2014
- Title: An Improvement the Accuracy of Grey Forecasting Model for Cargo Throughput in International Commercial Ports of Kaohsiung
Authors: Chia-Nan Wang, Van-Thanh Phan
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Published in WSEAS Transactions on Business and Economics, Volume 11, 2014
- Title: Forecasting Inbound Tourism Demand in Thailand with Grey Model
Authors: Kuo-Min Ko, Jung-Fang Chen, Thanh-Lam Nguyen, Bi-Min Hsu, Ming-Hung Shu
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Published in WSEAS Transactions on Mathematics, Volume 13, 2014
- Title: Forecasting with Fourier Residual Modified ARIMA Model - An Empirical Case of Inbound Tourism Demand in New Zealand
Authors: Ming-Hung Shu, Wei-Ju Hung, Bi-Min Hsu, Thanh-Lam Nguyen, Chunwei Lu
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Published in WSEAS Transactions on Mathematics, Volume 13, 2014
- Title: The Dynamic Relationship between Volatility, Volume and Open Interest in CSI 300 Futures Market
Authors: Wang Susheng, Yu Zhen
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Published in WSEAS Transactions on Systems, Volume 13, 2014
- Title: Forecasting Stock Prices using Sentiment Information in Annual Reports – A Neural Network and Support Vector Regression Approach
Authors: Petr Hájek, Vladimír Olej, Renáta Myšková
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Published in WSEAS Transactions on Business and Economics, Volume 10, 2013
- Title: Data Mining QFD for The Dynamic Forecasting of Life Cycle under Green Supply Chain
Authors: Chih-Hung Hsu, An-Yuan Chang, Hui-Ming Kuo
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Published in WSEAS Transactions on Computers, Volume 11, 2012
- Title: An Empirical Study of Constructing a Dynamic Mining and Forecasting System for the Life Cycle Assessment-based Green Supply Chain
Authors: Chien-Jung Lai, Chih-Hung Hsu, Hui-Ming Kuo
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Published in WSEAS Transactions on Systems, Volume 11, 2012
- Title: Forecasting Stock Market Trend using Prototype Generation Classifiers
Authors: Petr Hajek
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Published in WSEAS Transactions on Systems, Volume 11, 2012
- Title: Short-Term Load Forecasting Method Based on Fractal Theory
Authors: Hongsheng Su
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Published in WSEAS Transactions on Circuits and Systems, Volume 11, 2012