4
H index
2
i10 index
111
Citations
Kobe University | 4 H index 2 i10 index 111 Citations RESEARCH PRODUCTION: 6 Articles 6 Papers RESEARCH ACTIVITY: 21 years (2003 - 2024). See details. MORE DETAILS IN: ABOUT THIS REPORT: Permalink: http://citec.repec.org/pta859 |
Works with: Authors registered in RePEc who have co-authored more than one work in the last five years with Katsuyuki Tanaka. | Is cited by: | Cites to: |
Journals with more than one article published | # docs |
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JRFM | 2 |
Working Papers Series with more than one paper published | # docs |
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Discussion Paper Series / Research Institute for Economics & Business Administration, Kobe University | 4 |
Discussion Papers / Graduate School of Economics, Kobe University | 2 |
Year | Title of citing document |
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2023 | Stock Trend Prediction: A Semantic Segmentation Approach. (2023). Bagherzadeh, Nader ; Nabiee, Shima. In: Papers. RePEc:arx:papers:2303.09323. Full description at Econpapers || Download paper |
2023 | Do we listen to what we are told? An empirical study on human behaviour during the COVID-19 pandemic: neural networks vs. regression analysis. (2023). Wang, Kexin ; Heluo, Yuxi ; Robson, Charles W. In: Papers. RePEc:arx:papers:2311.13046. Full description at Econpapers || Download paper |
2023 | Towards Better Banking Crisis Prediction: Could an Automatic Variable Selection Process Improve the Performance?. (2023). Liu, Xianglong. In: The Economic Record. RePEc:bla:ecorec:v:99:y:2023:i:325:p:288-312. Full description at Econpapers || Download paper |
2023 | Modeling an early warning system for household debt risk in Korea: A simple deep learning approach. (2023). Park, Sung Y. ; Kwon, Yujin. In: Journal of Asian Economics. RePEc:eee:asieco:v:84:y:2023:i:c:s1049007822001300. Full description at Econpapers || Download paper |
2023 | Stock index direction forecasting using an explainable eXtreme Gradient Boosting and investor sentiments. (2023). Su, Zhihao ; Zhu, Yingke ; Huang, Xiaoru ; Deng, Shangkun ; Shimada, Tatsuro ; Fu, Zhe. In: The North American Journal of Economics and Finance. RePEc:eee:ecofin:v:64:y:2023:i:c:s1062940822001838. Full description at Econpapers || Download paper |
2023 | What can be learned from the historical trend of crude oil prices? An ensemble approach for crude oil price forecasting. (2023). Wang, Shouyang ; Wei, Yunjie ; Lin, Wencan ; Cheng, Zishu. In: Energy Economics. RePEc:eee:eneeco:v:123:y:2023:i:c:s0140988323002347. Full description at Econpapers || Download paper |
2023 | Optimal design and performance assessment for a solar powered electricity, heating and hydrogen integrated energy system. (2023). Xiongwen, Zhang ; Yujie, GU ; Hongxia, Zhang ; Yiliang, Xie ; Chen, Zhang. In: Energy. RePEc:eee:energy:v:262:y:2023:i:pa:s0360544222023350. Full description at Econpapers || Download paper |
2023 | Measuring financial soundness around the world: A machine learning approach. (2023). Mertzanis, Charilaos ; Cerchiello, Paola ; Bitetto, Alessandro. In: International Review of Financial Analysis. RePEc:eee:finana:v:85:y:2023:i:c:s105752192200401x. Full description at Econpapers || Download paper |
2024 | Nonlinear behavior of tail risk resonance and early warning: Insight from global energy stock markets. (2024). Xu, Xin ; Rong, Xueyun ; Fang, Tingwei ; Xie, Qichang. In: International Review of Financial Analysis. RePEc:eee:finana:v:93:y:2024:i:c:s1057521924000942. Full description at Econpapers || Download paper |
2024 | Prediction of realized volatility and implied volatility indices using AI and machine learning: A review. (2024). Risstad, Morten ; Kaloudis, Aristidis ; Isern, Hkon Ramon ; Gunnarsson, Elias Sovik ; Westgaard, Sjur ; Vigdel, Benjamin. In: International Review of Financial Analysis. RePEc:eee:finana:v:93:y:2024:i:c:s1057521924001534. Full description at Econpapers || Download paper |
2024 | Prescreening bank failures with K-means clustering: Pros and cons. (2024). Gormus, Alper ; Parnes, Dror. In: International Review of Financial Analysis. RePEc:eee:finana:v:93:y:2024:i:c:s1057521924001546. Full description at Econpapers || Download paper |
2023 | Forecasting Stock Market Crashes via Machine Learning. (2023). Otto, Tizian ; Drobetz, Wolfgang ; Dichtl, Hubert. In: Journal of Financial Stability. RePEc:eee:finsta:v:65:y:2023:i:c:s1572308922001206. Full description at Econpapers || Download paper |
2023 | Analysing financial stability reports as crisis predictors with the use of text-mining. (2023). Smaga, Pawe ; Kurowski, Ukasz. In: The Journal of Economic Asymmetries. RePEc:eee:joecas:v:28:y:2023:i:c:s1703494923000348. Full description at Econpapers || Download paper |
2023 | Does machine learning help private sectors to alarm crises? Evidence from China’s currency market. (2023). Zong, LU ; Wang, Peiwan. In: Physica A: Statistical Mechanics and its Applications. RePEc:eee:phsmap:v:611:y:2023:i:c:s0378437123000250. Full description at Econpapers || Download paper |
2024 | Early warning models for systemic banking crises: Can political indicators improve prediction?. (2024). Uebelmesser, Silke ; Huynh, Tran. In: European Journal of Political Economy. RePEc:eee:poleco:v:81:y:2024:i:c:s0176268023001283. Full description at Econpapers || Download paper |
2024 | Assessing Machine Learning Techniques for Predicting Banking Crises in India. (2024). A. C. V. Subrahmanyam, ; Thota, Nagaraju ; Puli, Sreenivasulu. In: JRFM. RePEc:gam:jjrfmx:v:17:y:2024:i:4:p:141-:d:1367659. Full description at Econpapers || Download paper |
2023 | Sustainability of Shipping Logistics: A Warning Model. (2023). Ye, Chengang ; Liu, Meng ; Xu, Ronghua. In: Sustainability. RePEc:gam:jsusta:v:15:y:2023:i:14:p:11219-:d:1196975. Full description at Econpapers || Download paper |
2023 | Predicting Chain’s Manufacturing SME Credit Risk in Supply Chain Finance Based on Machine Learning Methods. (2023). Tang, Lian-Jie ; Wei, Zhen-Ke ; Xu, TA ; Xia, YU. In: Sustainability. RePEc:gam:jsusta:v:15:y:2023:i:2:p:1087-:d:1027537. Full description at Econpapers || Download paper |
2023 | Role of Comprehensive Income in Predicting Bankruptcy. (2023). Tsai, Chih-Fong ; Novitasari, Dinda ; Liang, Deron ; Lu, Hung-Yuan ; Rahmi, Asyrofa. In: Computational Economics. RePEc:kap:compec:v:62:y:2023:i:2:d:10.1007_s10614-022-10328-5. Full description at Econpapers || Download paper |
2024 | . Full description at Econpapers || Download paper |
Year | Title | Type | Cited |
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2016 | Random forests-based early warning system for bank failures In: Economics Letters. [Full Text][Citation analysis] | article | 48 |
2003 | Multi-criteria optimization of a district cogeneration plant integrating a solid oxide fuel cell–gas turbine combined cycle, heat pumps and chillers In: Energy. [Full Text][Citation analysis] | article | 50 |
2019 | Can We Forecast Daily Oil Futures Prices? Experimental Evidence from Convolutional Neural Networks In: JRFM. [Full Text][Citation analysis] | article | 6 |
2021 | New Dataset for Forecasting Realized Volatility: Is the Tokyo Stock Exchange Co-Location Dataset Helpful for Expansion of the Heterogeneous Autoregressive Model in the Japanese Stock Market? In: JRFM. [Full Text][Citation analysis] | article | 1 |
2018 | Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model In: Sustainability. [Full Text][Citation analysis] | article | 6 |
2017 | Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model.(2017) In: Discussion Papers. [Citation analysis] This paper has nother version. Agregated cites: 6 | paper | |
2021 | Measuring Technological Competition among Big Five Using Patent Data: A Systematic and Scalable Approach Based on Information Retrieval Technology In: Discussion Paper Series. [Citation analysis] | paper | 0 |
2022 | Technological Competition among the Big Five in Patent Data: A Systematic and Scalable Approach Based on Web-Search Technology In: Discussion Paper Series. [Citation analysis] | paper | 0 |
2022 | Machine Learning: New Tools for Economic Analysis In: Discussion Paper Series. [Citation analysis] | paper | 0 |
2024 | Reality Hits Early Warning System: Based on Unsupervised Isolation Forest Anomaly Detection In: Discussion Paper Series. [Citation analysis] | paper | 0 |
2017 | Forecasting the Vulnerability of Industrial Economic Activities: Predicting the Bankruptcy of Companies In: Discussion Papers. [Citation analysis] | paper | 0 |
2019 | Asymmetric technological distance measure based on language model In: Applied Economics Letters. [Full Text][Citation analysis] | article | 0 |
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