Data clustering: 50 years beyond K-means

• Preparatory phase of large earthquakes illuminated by unsupervised categorization of earthquake catalog features

  2026 Nature Communications article Earth and Planetary Sciences earthquake and tectonic studies Open access

  4

  citations
• A review of monitoring site selection methods for urban drainage networks – the missing link between theory and practice

  2026 Structure and Infrastructure Engineering article Environmental Science Urban Stormwater Management Solutions Open access

  2

  citations
• Dynamic stability and canopy structure drive spatio-temporal variability of greenhouse gas concentrations in the sub-canopy of a temperate spruce forest

  2026 Agricultural and Forest Meteorology article Environmental Science Plant Water Relations and Carbon Dynamics Open access

  0

  citations
• 6G PHY: Insights From 6G-ANNA Research Initiative

  2026 IEEE Open Journal of the Communications Society article Engineering Advanced Wireless Communication Technologies Open access

  5

  citations
• AI/ML-Driven 6G Network Solutions With Energy Efficiency Considerations

  2026 IEEE Access article Engineering Advanced Wireless Communication Technologies Open access

  1

  citations
• A practical scenario generation method for electricity prices on day-ahead and intraday spot markets

  2025 Computers & Chemical Engineering article Engineering Smart Grid Energy Management Open access

  10

  citations
• Dynamic stability and canopy structure drive Spatio-Temporal Variability of Greenhouse Gases in the sub-canopy of a Temperate Spruce Forest

  2025 SSRN Electronic Journal preprint Environmental Science Plant Water Relations and Carbon Dynamics Open access

  0

  citations
• Optimal User Grouping and Analytical Joint Resource Allocation Design in Hybrid BC-TDMA Assisted URLLC Networks

  2023 IEEE Transactions on Wireless Communications article Engineering Advanced Wireless Communication Technologies

  8

  citations
• Developing a two-level machine-learning approach for classifying urban form for an East Asian mega-city

  2023 Environment and Planning B Urban Analytics and City Science article Engineering Urban Design and Spatial Analysis Open access

  20

  citations
• Latency-Critical Downlink Multiple Access: A Hybrid Approach and Reliability Maximization

  2022 IEEE Transactions on Wireless Communications article Engineering Advanced Wireless Network Optimization

  16

  citations
• iFeatureOmega: an integrative platform for engineering, visualization and analysis of features from molecular sequences, structural and ligand data sets

  2022 Nucleic Acids Research article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

  102

  citations
• Unsupervised ranking of clustering algorithms by INFOMAX

  2020 PLoS ONE article Computer Science Advanced Clustering Algorithms Research Open access cited by 2 patents

  4

  citations
• Data-Driven Regionalization of Decarbonized Energy Systems for Reflecting Their Changing Topologies in Planning and Optimization

  2020 Energies article Engineering Integrated Energy Systems Optimization Open access

  11

  citations
• The application of text mining methods in innovation research: current state, evolution patterns, and development priorities

  2020 R and D Management article Social Sciences Computational and Text Analysis Methods Open access cited by 1 patent

  291

  citations
• A Review on Time Series Aggregation Methods for Energy System Models

  2020 Energies article Engineering Integrated Energy Systems Optimization Open access

  224

  citations
• Evaluating Energy Efficiency of Buildings using Artificial Neural Networks and K-means Clustering Techniques

  2020 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET) conference-paper Engineering Building Energy and Comfort Optimization cited by 2 patents

  15

  citations

16 results