Browsing by Author "Tanveer, M."

Now showing items 1-3 of 3

    • Ensemble deep learning: A review 

      Ganaie, M. A.; Hu, Minghui; Malik, A. K.; Tanveer, M.; Suganthan, P. N. ( Elsevier Ltd , 2022 , Other)
      Ensemble learning combines several individual models to obtain better generalization performance. Currently, deep learning architectures are showing better performance compared to the shallow or traditional models. Deep ...

    • Minimum Variance Embedded Random Vector Functional Link Network with Privileged Information 

      Ganaie, M. A.; Tanveer, M.; Malik, A. K.; Suganthan, P. N. ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference)
      A teacher in a school plays significant role in classroom while teaching the students. Similarly, learning via privileged information (LUPI) gives extra information generated by a teacher to 'teach' the learning algorithm ...

    • Oblique and rotation double random forest 

      Ganaie, M. A.; Tanveer, M.; Suganthan, P. N.; Snasel, V. ( Elsevier Ltd , 2022 , Article)
      Random Forest is an ensemble of decision trees based on the bagging and random subspace concepts. As suggested by Breiman, the strength of unstable learners and the diversity among them are the ensemble models’ core strength. ...