Musa A. Mammadov

According to our database, Musa A. Mammadov authored at least 50 papers between 2001 and 2024.

Collaborative distances:

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

2024

Anomaly Detection with Sub-Extreme Values: Health Provider Billing.

Rob Muspratt, Musa Mammadov

Data Sci. Eng., March, 2024

2022

Semi-supervised weighting for averaged one-dependence estimators.

Limin Wang, Shuai Zhang, Musa Mammadov, Kuo Li, Xinhao Zhang, Siyuan Wu

Appl. Intell., 2022

Decomposition of Service Level Encoding for Anomaly Detection.

Rob Muspratt, Musa Mammadov

Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

2021

Hierarchical Independence Thresholding for learning Bayesian network classifiers.

Yang Liu, Limin Wang, Musa Mammadov, Shenglei Chen, Gaojie Wang, Sikai Qi, Minghui Sun

Knowl. Based Syst., 2021

Alleviating the independence assumptions of averaged one-dependence estimators by model weighting.

Limin Wang, Peng Chen, Musa Mammadov, Yang Liu, Si-Yuan Wu

Intell. Data Anal., 2021

Averaged tree-augmented one-dependence estimators.

He Kong, Xiaohu Shi, Limin Wang, Yang Liu, Musa Mammadov, Gaojie Wang

Appl. Intell., 2021

2020

Learning semi-lazy Bayesian network classifier under the c.i.i.d assumption.

Yang Liu, Limin Wang, Musa Mammadov

Knowl. Based Syst., 2020

Model Weighting for One-Dependence Estimators by Measuring the Independence Assumptions.

Hua Lou, Gaojie Wang, Limin Wang, Musa Mammadov

IEEE Access, 2020

2019

Discriminative Structure Learning of Bayesian Network Classifiers from Training Dataset and Testing Instance.

Limin Wang, Yang Liu, Musa Mammadov, Minghui Sun, Sikai Qi

Entropy, 2019

Discriminatory Target Learning: Mining Significant Dependence Relationships from Labeled and Unlabeled Data.

Zhiyi Duan, Limin Wang, Musa Mammadov, Hua Lou, Ming-Hui Sun

Entropy, 2019

2018

Target Learning: A Novel Framework to Mine Significant Dependencies for Unlabeled Data.

Limin Wang, Shenglei Chen, Musa Mammadov

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2017

Detection of Outlier Behaviour Amongst Health/Medical Providers Servicing TAC Clients.

Musa Mammadov, Rob Muspratt, Julien Ugon

Proceedings of the Data Mining, 2017

2015

Structure learning of Bayesian Networks using global optimization with applications in data classification.

Sona Taheri, Musa A. Mammadov

Optim. Lett., 2015

Predicting and controlling the dynamics of infectious diseases.

Robin J. Evans, Musa Mammadov

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Turnpike Theorem for an Infinite Horizon Optimal Control Problem with Time Delay.

Musa A. Mammadov

SIAM J. Control. Optim., 2014

Attribute weighted Naive Bayes classifier using a local optimization.

Sona Taheri, John Yearwood, Musa A. Mammadov, Sattar Seifollahi

Neural Comput. Appl., 2014

A new loss function for robust classification.

Lei Zhao, Musa A. Mammadov, John Yearwood

Intell. Data Anal., 2014

A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process.

Md. Shamsul Huda, Mali Abdollahian, Musa A. Mammadov, John Yearwood, Shafiq Ahmad, Ibrahim A. Sultan

Eur. J. Oper. Res., 2014

2013

Preface: Special issue of JOGO MEC EurOPT 2010-Izmir.

Refail Kasimbeyli, Musa Mammadov, Cemali Dinçer

J. Glob. Optim., 2013

Global stabilization in nonlinear discrete systems with time-delay.

Anatoli F. Ivanov, Musa A. Mammadov, Sergei I. Trofimchuk

J. Glob. Optim., 2013

Learning the naive Bayes classifier with optimization models.

Sona Taheri, Musa A. Mammadov

Int. J. Appl. Math. Comput. Sci., 2013

2012

Profiling phishing activity based on hyperlinks extracted from phishing emails.

John Yearwood, Musa A. Mammadov, Dean Webb

Soc. Netw. Anal. Min., 2012

A new method for solving linear ill-posed problems.

Jianjun Zhang, Musa Mammadov

Appl. Math. Comput., 2012

2011

Global Optimality Conditions and Optimization Methods for Quadratic Knapsack Problems.

Zhi-You Wu, Y. J. Yang, Fu-Sheng Bai, Musa Mammadov

J. Optim. Theory Appl., 2011

Improving Naive Bayes Classifier Using Conditional Probabilities.

Sona Taheri, Musa Mammadov, Adil M. Bagirov

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

Drug-drug interactions: A Data Mining Approach.

Musa A. Mammadov

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2010

An inexact modified subgradient algorithm for nonconvex optimization.

Regina Sandra Burachik, C. Yalçin Kaya, Musa Mammadov

Comput. Optim. Appl., 2010

From Convex to Nonconvex: A Loss Function Analysis for Binary Classification.

Lei Zhao, Musa A. Mammadov, John Yearwood

Proceedings of the ICDMW 2010, 2010

Vibration analysis: Optimization of parameters of the two mass model based on Kelvin elements.

Alexey Kuznetsov, Musa A. Mammadov, Ibrahim A. Sultan, Ibrahim Hajilarov

Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

A New Supervised Term Ranking Method for Text Categorization.

Musa A. Mammadov, John Yearwood, Lei Zhao

Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010

Profiling Phishing Emails Based on Hyperlink Information.

John Yearwood, Musa A. Mammadov, Arunava Banerjee

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

2009

Turnpike Theory: Stability of Optimal Trajectories.

Musa A. Mammadov

Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Statistical Convergence and Turnpike Theory.

Musa A. Mammadov

Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

On Weak Subdifferentials, Directional Derivatives, and Radial Epiderivatives for Nonconvex Functions.

Refail Kasimbeyli, Musa Mammadov

SIAM J. Optim., 2009

Modified Neural Network Algorithms for Predicting Trading Signals of Stock Market Indices.

Chandima Tilakaratne, Musa A. Mammadov, Sidney A. Morris

Adv. Decis. Sci., 2009

Solving a system of nonlinear integral equations by an RBF network.

Ahmad Golbabai, Musa A. Mammadov, Sattar Seifollahi

Comput. Math. Appl., 2009

A new filled function method for nonlinear equations.

Youjiang Lin, Yongjian Yang, Musa Mammadov

Appl. Math. Comput., 2009

2008

The core of a sequence of fuzzy numbers.

Salih Aytar, Serpil Pehlivan, Musa A. Mammadov

Fuzzy Sets Syst., 2008

To be fair or efficient or a bit of both.

Moshe Zukerman, Musa Mammadov, Liansheng Tan, Iradj Ouveysi, Lachlan L. H. Andrew

Comput. Oper. Res., 2008

Predicting Trading Signals of Stock Market Indices Using Neural Networks.

Chandima Tilakaratne, Musa A. Mammadov, Sidney A. Morris

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007

The study of drug-reaction relationships using global optimization techniques.

Musa A. Mammadov, Alexander M. Rubinov, John Yearwood

Optim. Methods Softw., 2007

A filled function method for nonlinear equations.

Zhi-You Wu, Musa Mammadov, Fu-Sheng Bai, Y. J. Yang

Appl. Math. Comput., 2007

Effectiveness of Using Quantified Intermarket Influence for Predicting Trading Signals of Stock Markets.

Chandima Tilakaratne, Musa A. Mammadov, Sidney A. Morris

Proceedings of the Data Mining and Analytics 2007, 2007

Using Links to Aid Web Classification.

Wei Xie, Musa A. Mammadov, John Yearwood

Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

2006

Statistical limit inferior and limit superior for sequences of fuzzy numbers.

Salih Aytar, Musa A. Mammadov, Serpil Pehlivan

Fuzzy Sets Syst., 2006

Coverage in WLAN with Minimum Number of Access Points.

Shahnaz Kouhbor, Julien Ugon, Alex M. Rubinov, Alex Kruger, Musa A. Mammadov

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

A Filled Function Method for Box-constrained System of Nonlinear Equations.

Zhi-You Wu, Musa Mammadov, Fu-Sheng Bai

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006

2005

A Nonsmooth Optimization Approach to H ∞ Synthesis.

Musa A. Mammadov, Robert Orsi

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2001

An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative.

Musa A. Mamedov, John Yearwood

Proceedings of the Hybrid Information Systems, 2001

Fuzzy Derivative & Its Application to Data Classification.

Musa A. Mammadov

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001