Christoph Bergmeir - Publications, H-index & Citations

Christoph Bergmeir

University of Granada

31H指数

429论文数

7.8K被引数

收录论文 36

发表时间

Analyzing and Mitigating Asymmetric Learning for Product Cold-Start in E-Commerce Purchase Prediction with Graph Neural Networks: Similarity-Driven History Augmentation 基于图神经网络的电子商务购买预测中针对产品冷启动的不对称学习分析与缓解：相似性驱动的历史增强

Journal of Theoretical and Applied Electronic Commerce Research

IF4.6

2026-09-15

OAAI

Imad Eddine Khiloun; Karima Belmabrouk; Latifa Dekhici; Christoph Bergmeir

Context-driven cold-start Web traffic forecasting 上下文驱动的冷启动Web流量预测

World Wide Web

IF0

2025-09-30

OAAI

Xin Zhou; Weiqing Wang; Wray Buntine; Christoph Bergmeir

Balancing forecast accuracy and switching costs in online optimization of energy management systems 在能源管理系统的在线优化中平衡预测精度和切换成本

Expert Systems with Applications

IF7.5

2025-09-12

OAAI

Evgenii Genov; Julian Ruddick; Christoph Bergmeir; Majid Vafaeipour; Thierry Coosemans; Salvador García; Maarten Messagie

DeepHGNN: Study of graph neural network based forecasting methods for hierarchically related multivariate time series DeepHGNN：基于图神经网络的高层相关多元时间序列预测方法研究

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-07-01

OAAI

Sriramulu, Abishek; Fourrier, Nicolas; Bergmeir, Christoph

On forecast stability 关于预测稳定性

International Journal of Forecasting

IF7.1

2025-02-25

OAAI

Rakshitha Godahewa; Christoph Bergmeir; Zeynep Erkin Baz; Chengjun Zhu; Zhangdi Song; Salvador García; Dario Benavides

Local and global trend Bayesian exponential smoothing models

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2025-01-01

OAAI

Smyl, Slawek; Bergmeir, Christoph; Dokumentov, Alexander; Long, Xueying; Wibowo, Erwin; Schmidt, Daniel

Scalable probabilistic forecasting in retail with gradient boosted trees: A practitioner's approach

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2025-01-01

OAAI

Long, Xueying; Bui, Quang; Oktavian, Grady; Schmidt, Daniel F.; Bergmeir, Christoph; Godahewa, Rakshitha; Lee, Seong Per; Zhao, Kaifeng; Condylis, Paul

Predict plus Optimize Problem in Renewable Energy Scheduling

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Bergmeir, Christoph; de Nijs, Frits; Genov, Evgenii; Sriramulu, Abishek; Abolghasemi, Mahdi; Bean, Richard; Betts, John; Bui, Quang; Dinh, Nam Trong; Einecke, Nils; Esmaeilbeigi, Rasul; Ferraro, Scott; Galketiya, Priya; Glasgow, Robert; Godahewa, Rakshitha; Kang, Yanfei; Limmer, Steffen; Magdalena, Luis; Montero-Manso, Pablo; Peralta, Daniel; Kumar, Yogesh Pipada Sunil; Rosales-Perez, Alejandro; Ruddick, Julian; Stratigakos, Akylas; Stuckey, Peter; Tack, Guido; Triguero, Isaac; Yuan, Rui

Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-04-01

PREAI

Grecov, Priscila; Prasanna, Ankitha Nandipura; Ackermann, Klaus; Campbell, Sam; Scott, Debbie; Lubman, Dan I.; Bergmeir, Christoph

Machine learning applications in hierarchical time series forecasting: Investigating the impact of promotions

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2024-04-01

PREAI

Abolghasemi, Mahdi; Tarr, Garth; Bergmeir, Christoph

Causal Effect Estimation With Global Probabilistic Forecasting: A Case Study of the Impact of Covid-19 Lockdowns on Energy Demand

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2024-03-01

OAAI

Prasanna, Ankitha Nandipura; Grecov, Priscila; Weng, Angela Dieyu; Bergmeir, Christoph

Deep Active Audio Feature Learning in Resource-Constrained Environments

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

PREAI

Mohaimenuzzaman, Md; Bergmeir, Christoph; Meyer, Bernd

Time series adversarial attacks: an investigation of smooth perturbations and defense approaches

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2023-10-24

OAAI

Pialla, Gautier; Fawaz, Hassan Ismail; Devanne, Maxime; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain; Bergmeir, Christoph; Schmidt, Daniel F.; Webb, Geoffrey I.; Forestier, Germain

An overview of clustering methods with guidelines for application in mental health research

PSYCHIATRY RESEARCH

IF3.9

2023-09-01

OAAI

Gao, Caroline X.; Dwyer, Dominic; Zhu, Ye; Smith, Catherine L.; Du, Lan; Filia, Kate M.; Bayer, Johanna; Menssink, Jana M.; Wang, Teresa; Bergmeir, Christoph; Wood, Stephen; Cotton, Sue M.

LoMEF: A framework to produce local explanations for global model time series forecasts

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2023-07-01

OAAI

Rajapaksha, Dilini; Bergmeir, Christoph; Hyndman, Rob J.

An accurate and fully-automated ensemble model for weekly time series forecasting

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2023-04-01

OAAI

Godahewa, Rakshitha; Bergmeir, Christoph; Webb, Geoffrey I.; Montero-Manso, Pablo

SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting

MACHINE LEARNING

IF2.9

2023-03-13

OAAI

Godahewa, Rakshitha; Webb, Geoffrey I. I.; Schmidt, Daniel; Bergmeir, Christoph

Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices

PATTERN RECOGNITION

IF7.6

2023-01-01

OAAI

Mohaimenuzzaman, Md; Bergmeir, Christoph; West, Ian; Meyer, Bernd

SQAPlanner: Generating Data-Informed Software Quality Improvement Plans

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

IF5.6

2022-08-01

OAAI

Rajapaksha, Dilini; Tantithamthavorn, Chakkrit; Jiarpakdee, Jirayus; Bergmeir, Christoph; Grundy, John; Buntine, Wray

Forecasting: theory and practice 预测: 理论与实践

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-07-01

293

OAAI

Petropoulos, Fotios; Apiletti, Daniele; Assimakopoulos, Vassilios; Babai, Mohamed Zied; Barrow, Devon K.; Ben Taieb, Souhaib; Bergmeir, Christoph; Bessa, Ricardo J.; Bijak, Jakub; Boylan, John E.; Browell, Jethro; Carnevale, Claudio; Castle, Jennifer L.; Cirillo, Pasquale; Clements, Michael P.; Cordeiro, Clara; Oliveira, Fernando Luiz Cyrino; De Baets, Shari; Dokumentov, Alexander; Ellison, Joanne; Fiszeder, Piotr; Franses, Philip Hans; Frazier, David T.; Gilliland, Michael; Gonul, M. Sinan; Goodwin, Paul; Grossi, Luigi; Grushka-Cockayne, Yael; Guidolin, Mariangela; Guidolin, Massimo; Gunter, Ulrich; Guo, Xiaojia; Guseo, Renato; Harvey, Nigel; Hendry, David F.; Hollyman, Ross; Januschowski, Tim; Jeon, Jooyoung; Jose, Victor Richmond R.; Kang, Yanfei; Koehler, Anne B.; Kolassa, Stephan; Kourentzes, Nikolaos; Leva, Sonia; Li, Feng; Litsiou, Konstantia; Makridakis, Spyros; Martin, Gael M.; Martinez, Andrew B.; Meeran, Sheik; Modis, Theodore; Nikolopoulos, Konstantinos; Onkal, Dilek; Paccagnini, Alessia; Panagiotelis, Anastasios; Panapakidis, Ioannis; Pavia, Jose M.; Pedio, Manuela; Pedregal, Diego J.; Pinson, Pierre; Ramos, Patricia; Rapach, David E.; Reade, J. James; Rostami-Tabar, Bahman; Rubaszek, Michal; Sermpinis, Georgios; Shang, Han Lin; Spiliotis, Evangelos; Syntetos, Aris A.; Talagala, Priyanga Dilini; Talagala, Thiyanga S.; Tashman, Len; Thomakos, Dimitrios; Thorarinsdottir, Thordis; Todini, Ezio; Arenas, Juan Ramon Trapero; Wang, Xiaoqian; Winkler, Robert L.; Yusupova, Alisa; Ziel, Florian

研究方向