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    Chapter and Conference Paper

    On Timing the Nadir-Point Estimation and/or Termination of Reference-Based Multi- and Many-objective Evolutionary Algorithms

    There is considerable evidence that the Multi- and Many-objective Evolutionary Algorithms (jointly referred as MâOEAs, here) are mostly run for arbitrarily fixed number of generations. The absence of any justi...

    Dhish Kumar Saxena, Sarang Kapoor in Evolutionary Multi-Criterion Optimization (2019)

  2. Article

    Discovering subjectively interesting multigraph patterns

    Over the past decade, network analysis has attracted substantial interest because of its potential to solve many real-world problems. This paper lays the conceptual foundation for an application in aviation, t...

    Sarang Kapoor, Dhish Kumar Saxena, Matthijs van Leeuwen in Machine Learning (2020)

  3. Article

    Open Access

    Online summarization of dynamic graphs using subjective interestingness for sequential data

    Many real-world phenomena can be represented as dynamic graphs, i.e., networks that change over time. The problem of dynamic graph summarization, i.e., to succinctly describe the evolution of a dynamic graph, ...

    Sarang Kapoor, Dhish Kumar Saxena in Data Mining and Knowledge Discovery (2021)