Mehreen Saeed

According to our database, Mehreen Saeed authored at least 26 papers between 1999 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Emphasizing the importance of shift invariance in metaheuristics by using whale optimization algorithm as a test bed.

Qamar Askari, Irfan Younas, Mehreen Saeed

Soft Comput., 2021

2020

Political Optimizer: A novel socio-inspired meta-heuristic for global optimization.

Qamar Askari, Irfan Younas, Mehreen Saeed

Knowl. Based Syst., 2020

Heap-based optimizer inspired by corporate rank hierarchy for global optimization.

Qamar Askari, Mehreen Saeed, Irfan Younas

Expert Syst. Appl., 2020

Critical evaluation of sine cosine algorithm and a few recommendations.

Qamar Askari, Irfan Younas, Mehreen Saeed

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Biases in feature selection with missing data.

Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Julie Josse, Mehreen Saeed, Isabelle Guyon

Neurocomputing, 2019

m-CALP - Yet another way of generating handwritten data through evolution for pattern recognition.

Aamir Wali, Mehreen Saeed

Biosyst., 2019

Classifying Alcoholics and Control Patients Using Deep Learning and Peak Visualization Method.

Asim Fayyaz, Muaz Maqbool, Mehreen Saeed

Proceedings of the ICVISP 2019: 3rd International Conference on Vision, 2019

Analysis of the AutoML Challenge Series 2015-2018.

Isabelle Guyon, Lisheng Sun-Hosoya, Marc Boullé, Hugo Jair Escalante, Sergio Escalera, Zhengying Liu, Damir Jajetic, Bisakha Ray, Mehreen Saeed, Michèle Sebag, Alexander R. Statnikov, Wei-Wei Tu, Evelyne Viegas

Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

2018

Analysis of imputation bias for feature selection with missing data.

Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Isabelle Guyon, Julie Josse, Mehreen Saeed

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

Gaussian Cellular Automata Model for the Classification of Points Inside 2D Grid Patterns.

Mammona Qudsia, Mehreen Saeed

Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

2015

Relative discrimination criterion - A novel feature ranking method for text data.

Abdur Rehman, Kashif Javed, Haroon A. Babri, Mehreen Saeed

Expert Syst. Appl., 2015

Design of the 2015 ChaLearn AutoML challenge.

Isabelle Guyon, Kristin P. Bennett, Gavin C. Cawley, Hugo Jair Escalante, Sergio Escalera, Tin Kam Ho, Núria Macià, Bisakha Ray, Mehreen Saeed, Alexander R. Statnikov, Evelyne Viegas

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

The correctness problem: evaluating the ordering of binary features in rankings.

Kashif Javed, Mehreen Saeed, Haroon Atique Babri

Knowl. Inf. Syst., 2014

Impact of a metric of association between two variables on performance of filters for binary data.

Kashif Javed, Haroon A. Babri, Mehreen Saeed

Neurocomputing, 2014

Design of the first neuronal connectomics challenge: From imaging to connectivity.

Isabelle Guyon, Demian Battaglia, Alice Guyon, Vincent Lemaire, Javier G. Orlandi, Bisakha Ray, Mehreen Saeed, Jordi Soriano, Alexander R. Statnikov, Olav Stetter

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

First Connectomics Challenge: From Imaging to Connectivity.

Javier G. Orlandi, Bisakha Ray, Demian Battaglia, Isabelle Guyon, Vincent Lemaire, Mehreen Saeed, Alexander R. Statnikov, Olav Stetter, Jordi Soriano

Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014

2013

Machine learning using Bernoulli mixture models: Clustering, rule extraction and dimensionality reduction.

Mehreen Saeed, Kashif Javed, Haroon Atique Babri

Neurocomputing, 2013

2012

Feature Selection Based on Class-Dependent Densities for High-Dimensional Binary Data.

Kashif Javed, Haroon Atique Babri, Mehreen Saeed

IEEE Trans. Knowl. Data Eng., 2012

Offline shape recognition using flexible DCT grid.

Abdul Mannan, Haroon A. Babri, Mehreen Saeed

Sci. Iran., 2012

LEFT-Logical Expressions Feature Transformation: A Framework for Transformation of Symbolic Features.

Mehreen Saeed

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

2011

Guess Who? An Interactive and Entertaining Game-Like Platform for Investigating Human Emotions.

Muneeb Imtiaz Ahmad, Hassan Tariq, Mehreen Saeed, Suleman Shahid, Emiel Krahmer

Proceedings of the Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments, 2011

2010

The Use of Bernoulli Mixture Models for Identifying Corners of a Hypercube and Extracting Boolean Rules From Data.

Mehreen Saeed

Proceedings of the Causality: Objectives and Assessment (NIPS 2008 Workshop), 2010

2008

Bernoulli Mixture Models for Markov Blanket Filtering and Classification.

Mehreen Saeed

Proceedings of the Causation and Prediction Challenge at WCCI 2008, 2008

Classifiers based on Bernoulli mixture models for text mining and handwriting recognition tasks.

Mehreen Saeed, Haroon Atique Babri

Proceedings of the International Joint Conference on Neural Networks, 2008

2003

Software Clustering Techniques and the Use of Combined Algorithm.

Mehreen Saeed, Onaiza Maqbool, Haroon Atique Babri, Syed Zahoor Hassan, S. Mansoor Sarwar

Proceedings of the 7th European Conference on Software Maintenance and Reengineering (CSMR 2003), 2003

1999

Automatic computer lip-reading using fuzzy set theory.

James F. Baldwin, Trevor P. Martin, Mehreen Saeed

Proceedings of the Auditory-Visual Speech Processing, 1999