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Christoph Lohrmann

ORCID: 0000-0001-8129-2487
Observed ORCID: 0000-0001-8129-2487
OpenAlex ID: A5078012652
Machine learning techniques and data for stock market forecasting: A literature review
2022 · Mahinda Mailagaha Kumbure, Christoph Lohrmann, et al. · Expert Systems with Applications · 634
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Global scenarios for significant water use reduction in thermal power plants based on cooling water demand estimation using satellite imagery
2019 · Alena Lohrmann, Javier Farfan, et al. · Nature Energy · 140
Classification of intraday S&P500 returns with a Random Forest
2018 · Christoph Lohrmann, Pasi Luukka · International Journal of Forecasting · 108
A combination of fuzzy similarity measures and fuzzy entropy measures for supervised feature selection
2018 · Christoph Lohrmann, Pasi Luukka, et al. · Expert Systems with Applications · 47
Troubled waters: Estimating the role of the power sector in future water scarcity crises
2023 · Alena Lohrmann, Javier Farfan, et al. · Energy · 24
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Global and regional models for identification of cooling technology in thermal power generation for water demand estimations in water-energy nexus studies
2022 · Alena Lohrmann, Christoph Lohrmann, et al. · Journal of Cleaner Production · 22
A novel similarity classifier with multiple ideal vectors based on k-means clustering
2018 · Christoph Lohrmann, Pasi Luukka · Decision Support Systems · 19
On the benefit of feature selection and ensemble feature selection for fuzzy k-nearest neighbor classification
2025 · Christoph Lohrmann, Alena Lohrmann, et al. · Applied Soft Computing · 18
Nonspecificity, strife and total uncertainty in supervised feature selection
2022 · Christoph Lohrmann, Pasi Luukka · Engineering Applications of Artificial Intelligence · 8
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A Region-Based Approach for Missing Value Imputation of Cooling Technologies for the Global Thermal Power Plant Fleet Using a Decision Tree Classifier
2022 · Alena Lohrmann, Christoph Lohrmann, et al. · Studies in fuzziness and soft computing · 4
A Comparison of Feature Construction Methods in the Context of Supervised Feature Selection for Classification
2022 · Duc Duy Nguyen, Christoph Lohrmann, et al. · Lecture notes in networks and systems · 3
Image based classification of shipments using transfer learning
2022 · Markus Leppioja, Pasi Luukka, et al. · Annals of Computer Science and Information Systems · 3
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Accuracy and Predictive Power of Sell-Side Target Prices for Global Clean Energy Companies
2021 · Christoph Lohrmann, Alena Lohrmann · Sustainability · 2
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Heuristic similarity- and distance-based supervised feature selection methods
2019 · Christoph Lohrmann · LUTPub (LUT University) · 2
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Using Clustering for Supervised Feature Selection to Detect Relevant Features
2019 · Christoph Lohrmann, Pasi Luukka · Lecture notes in computer science · 2
A Study on Relevant Features for Intraday S&P 500 Prediction Using a Hybrid Feature Selection Approach
2022 · Mahinda Mailagaha Kumbure, Christoph Lohrmann, et al. · Lecture notes in computer science · 1
Fuzzy Similarity and Entropy (FSAE) Feature Selection Revisited by Using Intra-class Entropy and a Normalized Scaling Factor
2022 · Christoph Lohrmann, Pasi Luukka · Studies in fuzziness and soft computing · 1
Information Transmission and Nonspecificity in Feature Selection.
2019 · Pasi Luukka, Christoph Lohrmann · 1
Feature-enriched deep learning approach for stock market return forecasting using time-variant Hurst exponent and feature selection
2026 · Mahinda Mailagaha Kumbure, Christoph Lohrmann, et al. · SSRN Electronic Journal
Feature selection and feature weighting in classification in the context of examining relevance and redundancy
2026 · Pasi Luukka, Christoph Lohrmann, et al. · Procedia Computer Science
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Author Correction: Global scenarios for significant water use reduction in thermal power plants based on cooling water demand estimation using satellite imagery
2024 · Alena Lohrmann, Javier Farfan, et al. · Nature Energy
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A Neural Network Based Multi-class Trading Strategy for the S&P 500 Index
2022 · Leo Soukko, Christoph Lohrmann, et al. · Studies in fuzziness and soft computing
Information Transmission and Nonspecificity in Feature Selection
2019 · Pasi Luukka, Christoph Lohrmann · Advances in intelligent systems and computing
Works count: 23
Citation count: 1,039
H-index: 8
I10-index: 8
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