Shabnam Nazmi

17 papers A 1B 5C 2Journal 9
YearRankTypeTitle / Venue / Authors
2022 J jnl
A clustering-based active learning method to query informative and representative samples.
Appl. Intell.
Xuyang Yan, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, Kishor Datta Gupta
2022 J jnl
Mitigating shortage of labeled data using clustering-based active learning with diversity exploration.
CoRR
Xuyang Yan, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, Kishor Datta Gupta
2021 J jnl
A Software Tool for Evaluating Unmanned Autonomous Systems.
CoRR
Abdollah Homaifar, Ali Karimoddini, Mike Heiges, Mubbashar Altaf Khan, Berat A. Erol, Shabnam Nazmi
2021 B conf
A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering.
SMC
Xuyang Yan, Mrinmoy Sarkar, Biniam Gebru, Shabnam Nazmi, Abdollah Homaifar
2021 J jnl
A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering.
CoRR
Xuyang Yan, Mrinmoy Sarkar, Biniam Gebru, Shabnam Nazmi, Abdollah Homaifar
2021 A conf
An effective action covering for multi-label learning classifier systems: a graph-theoretic approach.
GECCO
Shabnam Nazmi, Abdollah Homaifar, Mohd Anwar
2021 J jnl
Multi-label classification with local pairwise and high-order label correlations using graph partitioning.
Knowl. Based Syst.
Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Mohd Anwar
2020 J jnl
An efficient unsupervised feature selection procedure through feature clustering.
Pattern Recognit. Lett.
Xuyang Yan, Shabnam Nazmi, Berat A. Erol, Abdollah Homaifar, Biniam Gebru, Edward W. Tunstel
2020 J jnl
Evolving Multi-label Classification Rules by Exploiting High-order Label Correlation.
CoRR
Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette
2020 J jnl
Evolving multi-label classification rules by exploiting high-order label correlations.
Neurocomputing
Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette
2018 B conf
An Evidence Theory Based Multi Sensor Data Fusion for Multiclass Classification.
SMC
Gabriel Awogbami, Norbert A. Agana, Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar
2018 B conf
Multi-label Classification Using Genetic-Based Machine Learning.
SMC
Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar
2018 B conf
Possibility Rule-Based Classification Using Function Approximation.
SMC
Shabnam Nazmi, Abdollah Homaifar
2018 J jnl
Two-Step Markov Update Algorithm for Accuracy-Based Learning Classifier Systems.
Complex Syst.
Mohammad Razeghi-Jahromi, Shabnam Nazmi, Abdollah Homaifar
2017 B conf
A novel clustering algorithm based on fitness proportionate sharing.
SMC
Xuyang Yan, Abdollah Homaifar, Shabnam Nazmi, Mohammad Razeghi-Jahromi
2017 C conf
Multilabel Classification with Weighted Labels Using Learning Classifier Systems.
ICMLA
Shabnam Nazmi, Mohammad Razeghi-Jahromi, Abdollah Homaifar
2015 C conf
Functional observer design with application to pre-compensated multi-variable systems.
CCA
Shabnam Nazmi, Reza Mohajerpoor, Hamid Abdi, Saeid Nahavandi