Naeem Seliya

According to our database1, Naeem Seliya authored at least 64 papers between 2002 and 2019.

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

Timeline

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Bibliography

2019
Examining characteristics of predictive models with imbalanced big data.
J. Big Data, 2019

Investigating Random Undersampling and Feature Selection on Bioinformatics Big Data.
Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2018
A survey on addressing high-class imbalance in big data.
J. Big Data, 2018

2016
Enhancing Ensemble Learners with Data Sampling on High-Dimensional Imbalanced Tweet Sentiment Data.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Deep Learning Techniques in Big Data Analytics.
Proceedings of the Big Data Technologies and Applications, 2016

2015
Deep learning applications and challenges in big data analytics.
J. Big Data, 2015

On the Stability of Feature Selection Methods in Software Quality Prediction: An Empirical Investigation.
International Journal of Software Engineering and Knowledge Engineering, 2015

The Effect of Dataset Size on Training Tweet Sentiment Classifiers.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

A New Intrusion Detection Benchmarking System.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014
System regression test planning with a fuzzy expert system.
Inf. Sci., 2014

Machine Learning for Detecting Brute Force Attacks at the Network Level.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

2012
Predicting high-risk program modules by selecting the right software measurements.
Software Quality Journal, 2012

2011
The use of decision trees for cost-sensitive classification: an empirical study in software quality prediction.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2011

Choosing software metrics for defect prediction: an investigation on feature selection techniques.
Softw., Pract. Exper., 2011

How Many Software Metrics Should be Selected for Defect Prediction?
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

2010
Evolutionary Optimization of Software Quality Modeling with Multiple Repositories.
IEEE Trans. Software Eng., 2010

Evolutionary data analysis for the class imbalance problem.
Intell. Data Anal., 2010

Active learning with neural networks for intrusion detection.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Predicting Faults in High Assurance Software.
Proceedings of the 12th IEEE High Assurance Systems Engineering Symposium, 2010

Classifying Independent Medical Examination Reports using SOM Networks.
Proceedings of The 2010 International Conference on Data Mining, 2010

2009
Evolutionary Sampling and Software Quality Modeling of High-Assurance Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2009

Software quality analysis by combining multiple projects and learners.
Software Quality Journal, 2009

Value-Based Software Quality Modeling.
Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009

Aggregating Performance Metrics for Classifier Evaluation.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

High-Dimensional Software Engineering Data and Feature Selection.
Proceedings of the ICTAI 2009, 2009

A Study on the Relationships of Classifier Performance Metrics.
Proceedings of the ICTAI 2009, 2009

Mining Data from Multiple Software Development Projects.
Proceedings of the ICDM Workshops 2009, 2009

Name Entity Recognition and Classification in Medical Text Documents.
Proceedings of The 2009 International Conference on Data Mining, 2009

2008
Software Quality Modeling as a Reliability Tool.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Software Module Risk Analysis.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Low-Effort Labeling of Network Events for Intrusion Detection in WLANs.
International Journal on Artificial Intelligence Tools, 2008

An Adaptive Neural Network with Dynamic Structure for Software Defect Prediction.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

On the Rarity of Fault-prone Modules in Knowledge-based Software Quality Modeling.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

Addressing Class Imbalance in Non-binary Classification Problems.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

2007
Software Quality Analysis of Unlabeled Program Modules With Semisupervised Clustering.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2007

Software quality estimation with limited fault data: a semi-supervised learning perspective.
Software Quality Journal, 2007

Low-Effort Labeling of Network Events for Intrusion Detection in WLANs.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

2006
An empirical study of predicting software faults with case-based reasoning.
Software Quality Journal, 2006

Resource oriented selection of rule-based classification models: An empirical case study.
Software Quality Journal, 2006

Detecting Noisy Instances with the Ensemble Filter: a Study in Software Quality Estimation.
International Journal of Software Engineering and Knowledge Engineering, 2006

Labeling network event records for intrusion detection in a Wireless LAN.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

2005
Resource-oriented software quality classification models.
Journal of Systems and Software, 2005

Detecting noisy instances with the rule-based classification model.
Intell. Data Anal., 2005

Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study.
Empirical Software Engineering, 2005

The partitioning- and rule-based filter for noise detection.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

Intrusion detection in wireless networks using clustering techniques with expert analysis.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Analyzing Software Quality with Limited Fault-Proneness Defect Data.
Proceedings of the Ninth IEEE International Symposium on High Assurance Systems Engineering (HASE 2005), 2005

2004
A multiobjective module-order model for software quality enhancement.
IEEE Trans. Evolutionary Computation, 2004

Analyzing Software Measurement Data with Clustering Techniques.
IEEE Intelligent Systems, 2004

Comparative Assessment of Software Quality Classification Techniques: An Empirical Case Study.
Empirical Software Engineering, 2004

Software quality estimation with case-based reasoning.
Advances in Computers, 2004

The Necessity of Assuring Quality in Software Measurement Data.
Proceedings of the 10th IEEE International Software Metrics Symposium (METRICS 2004), 2004

Module-Order Modeling using an Evolutionary Multi-Objective Optimization Approach.
Proceedings of the 10th IEEE International Software Metrics Symposium (METRICS 2004), 2004

Rule-Based Noise Detection for Software Measurement Data.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

Semi-Supervised Learning for Software Quality Estimation.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Unsupervised Learning for Expert-Based Software Quality Estimation.
Proceedings of the 8th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2004), 2004

2003
Software Quality Classification Modeling Using the SPRINT Decision Tree Algorithm.
International Journal on Artificial Intelligence Tools, 2003

Analogy-Based Practical Classification Rules for Software Quality Estimation.
Empirical Software Engineering, 2003

Fault Prediction Modeling for Software Quality Estimation: Comparing Commonly Used Techniques.
Empirical Software Engineering, 2003

Genetic Programming-Based Decision Trees for Software Quality Classification.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

2002
Predicting Fault-Prone Modules in Embedded Systems Using Analogy-Based Classification Models.
International Journal of Software Engineering and Knowledge Engineering, 2002

Tree-Based Software Quality Estimation Models For Fault Prediction.
Proceedings of the 8th IEEE International Software Metrics Symposium (METRICS 2002), 2002

Software Quality Classification Modeling Using The SPRINT Decision Tree Algorithm.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002


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