Mehreen Saeed

According to our database1, Mehreen Saeed authored at least 20 papers between 1999 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Biases in feature selection with missing data.
Neurocomputing, 2019

m-CALP - Yet another way of generating handwritten data through evolution for pattern recognition.
Biosystems, 2019

Analysis of the AutoML Challenge Series 2015-2018.
Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

Analysis of imputation bias for feature selection with missing data.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Gaussian Cellular Automata Model for the Classification of Points Inside 2D Grid Patterns.
Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

Relative discrimination criterion - A novel feature ranking method for text data.
Expert Syst. Appl., 2015

Design of the 2015 ChaLearn AutoML challenge.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

The correctness problem: evaluating the ordering of binary features in rankings.
Knowl. Inf. Syst., 2014

Impact of a metric of association between two variables on performance of filters for binary data.
Neurocomputing, 2014

Design of the first neuronal connectomics challenge: From imaging to connectivity.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

First Connectomics Challenge: From Imaging to Connectivity.
Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014

Machine learning using Bernoulli mixture models: Clustering, rule extraction and dimensionality reduction.
Neurocomputing, 2013

Feature Selection Based on Class-Dependent Densities for High-Dimensional Binary Data.
IEEE Trans. Knowl. Data Eng., 2012

LEFT-Logical Expressions Feature Transformation: A Framework for Transformation of Symbolic Features.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Guess Who? An Interactive and Entertaining Game-Like Platform for Investigating Human Emotions.
Proceedings of the Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments, 2011

The Use of Bernoulli Mixture Models for Identifying Corners of a Hypercube and Extracting Boolean Rules From Data.
Proceedings of the Causality: Objectives and Assessment (NIPS 2008 Workshop), 2010

Bernoulli Mixture Models for Markov Blanket Filtering and Classification.
Proceedings of the Causation and Prediction Challenge at WCCI 2008, 2008

Classifiers based on Bernoulli mixture models for text mining and handwriting recognition tasks.
Proceedings of the International Joint Conference on Neural Networks, 2008

Software Clustering Techniques and the Use of Combined Algorithm.
Proceedings of the 7th European Conference on Software Maintenance and Reengineering (CSMR 2003), 2003

Automatic computer lip-reading using fuzzy set theory.
Proceedings of the Auditory-Visual Speech Processing, 1999