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ORCIDMusa A. Mammadov
Person information
- affiliation: Federation University Australia
- affiliation: University of Ballarat, Ballarat, Victoria, Australia
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2020 – today
- 2024
[j30]Rob Muspratt
, Musa Mammadov:
Anomaly Detection with Sub-Extreme Values: Health Provider Billing. Data Sci. Eng. 9(1): 62-72 (2024)- 2022
- [j29]Limin Wang, Shuai Zhang, Musa Mammadov, Kuo Li, Xinhao Zhang, Siyuan Wu:
Semi-supervised weighting for averaged one-dependence estimators. Appl. Intell. 52(4): 4057-4073 (2022) - [c18]Rob Muspratt, Musa Mammadov:
Decomposition of Service Level Encoding for Anomaly Detection. AusDM 2022: 192-204 - 2021
- [j28]He Kong, Xiaohu Shi, Limin Wang, Yang Liu, Musa Mammadov, Gaojie Wang:
Averaged tree-augmented one-dependence estimators. Appl. Intell. 51(7): 4270-4286 (2021) - [j27]Limin Wang, Peng Chen, Musa Mammadov, Yang Liu, Si-Yuan Wu:
Alleviating the independence assumptions of averaged one-dependence estimators by model weighting. Intell. Data Anal. 25(6): 1431-1451 (2021) - [j26]Yang Liu, Limin Wang, Musa Mammadov, Shenglei Chen, Gaojie Wang, Sikai Qi, Minghui Sun:
Hierarchical Independence Thresholding for learning Bayesian network classifiers. Knowl. Based Syst. 212: 106627 (2021) - 2020
- [j25]Hua Lou, Gaojie Wang, Limin Wang, Musa Mammadov:
Model Weighting for One-Dependence Estimators by Measuring the Independence Assumptions. IEEE Access 8: 150465-150477 (2020) - [j24]Yang Liu, Limin Wang, Musa Mammadov:
Learning semi-lazy Bayesian network classifier under the c.i.i.d assumption. Knowl. Based Syst. 208: 106422 (2020)
2010 – 2019
- 2019
- [j23]Limin Wang, Yang Liu, Musa Mammadov, Minghui Sun, Sikai Qi:
Discriminative Structure Learning of Bayesian Network Classifiers from Training Dataset and Testing Instance. Entropy 21(5): 489 (2019) - [j22]Zhiyi Duan, Limin Wang, Musa Mammadov, Hua Lou, Ming-Hui Sun:
Discriminatory Target Learning: Mining Significant Dependence Relationships from Labeled and Unlabeled Data. Entropy 21(5): 537 (2019) - 2018
- [c17]Limin Wang, Shenglei Chen, Musa Mammadov:
Target Learning: A Novel Framework to Mine Significant Dependencies for Unlabeled Data. PAKDD (1) 2018: 106-117 - 2017
- [c16]Musa Mammadov, Rob Muspratt, Julien Ugon:
Detection of Outlier Behaviour Amongst Health/Medical Providers Servicing TAC Clients. AusDM 2017: 161-172 - 2015
- [j21]Sona Taheri, Musa A. Mammadov:
Structure learning of Bayesian Networks using global optimization with applications in data classification. Optim. Lett. 9(5): 931-948 (2015) - [c15]Robin J. Evans, Musa Mammadov:
Predicting and controlling the dynamics of infectious diseases. CDC 2015: 5378-5383 - 2014
- [j20]Md. Shamsul Huda, Mali Abdollahian, Musa A. Mammadov, John Yearwood, Shafiq Ahmad, Ibrahim A. Sultan:
A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process. Eur. J. Oper. Res. 237(3): 857-870 (2014) - [j19]Lei Zhao, Musa A. Mammadov, John Yearwood:
A new loss function for robust classification. Intell. Data Anal. 18(4): 697-715 (2014) - [j18]Sona Taheri, John Yearwood, Musa A. Mammadov, Sattar Seifollahi:
Attribute weighted Naive Bayes classifier using a local optimization. Neural Comput. Appl. 24(5): 995-1002 (2014) - [j17]Musa A. Mammadov:
Turnpike Theorem for an Infinite Horizon Optimal Control Problem with Time Delay. SIAM J. Control. Optim. 52(1): 420-438 (2014) - 2013
- [j16]Sona Taheri, Musa A. Mammadov:
Learning the naive Bayes classifier with optimization models. Int. J. Appl. Math. Comput. Sci. 23(4): 787-795 (2013) - [j15]Refail Kasimbeyli, Musa Mammadov, Cemali Dinçer:
Preface: Special issue of JOGO MEC EurOPT 2010-Izmir. J. Glob. Optim. 56(2): 217-218 (2013) - [j14]Anatoli F. Ivanov, Musa A. Mammadov, Sergei I. Trofimchuk:
Global stabilization in nonlinear discrete systems with time-delay. J. Glob. Optim. 56(2): 251-263 (2013) - 2012
- [j13]Jianjun Zhang, Musa Mammadov:
A new method for solving linear ill-posed problems. Appl. Math. Comput. 218(20): 10180-10187 (2012) - [j12]John Yearwood, Musa A. Mammadov, Dean Webb:
Profiling phishing activity based on hyperlinks extracted from phishing emails. Soc. Netw. Anal. Min. 2(1): 5-16 (2012) - 2011
- [j11]Zhi-You Wu, Y. J. Yang, Fu-Sheng Bai, Musa Mammadov:
Global Optimality Conditions and Optimization Methods for Quadratic Knapsack Problems. J. Optim. Theory Appl. 151(2): 241-259 (2011) - [c14]Musa A. Mammadov:
Drug-drug interactions: A Data Mining Approach. AusDM 2011: 7 - [c13]Sona Taheri, Musa Mammadov, Adil M. Bagirov:
Improving Naive Bayes Classifier Using Conditional Probabilities. AusDM 2011: 63-68 - 2010
- [j10]Regina Sandra Burachik, C. Yalçin Kaya, Musa Mammadov:
An inexact modified subgradient algorithm for nonconvex optimization. Comput. Optim. Appl. 45(1): 1-24 (2010) - [c12]John Yearwood, Musa A. Mammadov, Arunava Banerjee:
Profiling Phishing Emails Based on Hyperlink Information. ASONAM 2010: 120-127 - [c11]Musa A. Mammadov, John Yearwood, Lei Zhao:
A New Supervised Term Ranking Method for Text Categorization. Australasian Conference on Artificial Intelligence 2010: 102-111 - [c10]Alexey Kuznetsov, Musa A. Mammadov, Ibrahim A. Sultan, Ibrahim Hajilarov:
Vibration analysis: Optimization of parameters of the two mass model based on Kelvin elements. ICCA 2010: 1326-1332 - [c9]Lei Zhao, Musa A. Mammadov, John Yearwood:
From Convex to Nonconvex: A Loss Function Analysis for Binary Classification. ICDM Workshops 2010: 1281-1288
2000 – 2009
- 2009
- [j9]Youjiang Lin, Yongjian Yang, Musa Mammadov:
A new filled function method for nonlinear equations. Appl. Math. Comput. 210(2): 411-421 (2009) - [j8]Ahmad Golbabai, Musa A. Mammadov, Sattar Seifollahi:
Solving a system of nonlinear integral equations by an RBF network. Comput. Math. Appl. 57(10): 1651-1658 (2009) - [j7]Chandima Tilakaratne, Musa A. Mammadov, Sidney A. Morris:
Modified Neural Network Algorithms for Predicting Trading Signals of Stock Market Indices. Adv. Decis. Sci. 2009: 125308:1-125308:22 (2009) - [j6]Refail Kasimbeyli, Musa Mammadov:
On Weak Subdifferentials, Directional Derivatives, and Radial Epiderivatives for Nonconvex Functions. SIAM J. Optim. 20(2): 841-855 (2009) - [r2]Musa A. Mammadov:
Statistical Convergence and Turnpike Theory. Encyclopedia of Optimization 2009: 3713-3718 - [r1]Musa A. Mammadov:
Turnpike Theory: Stability of Optimal Trajectories. Encyclopedia of Optimization 2009: 3948-3955 - 2008
- [j5]Moshe Zukerman, Musa Mammadov, Liansheng Tan, Iradj Ouveysi, Lachlan L. H. Andrew:
To be fair or efficient or a bit of both. Comput. Oper. Res. 35(12): 3787-3806 (2008) - [j4]Salih Aytar, Serpil Pehlivan, Musa A. Mammadov:
The core of a sequence of fuzzy numbers. Fuzzy Sets Syst. 159(24): 3369-3379 (2008) - [c8]Chandima Tilakaratne, Musa A. Mammadov, Sidney A. Morris:
Predicting Trading Signals of Stock Market Indices Using Neural Networks. Australasian Conference on Artificial Intelligence 2008: 522-531 - 2007
- [j3]Zhi-You Wu, Musa Mammadov, Fu-Sheng Bai, Y. J. Yang:
A filled function method for nonlinear equations. Appl. Math. Comput. 189(2): 1196-1204 (2007) - [j2]Musa A. Mammadov, Alexander M. Rubinov, John Yearwood:
The study of drug-reaction relationships using global optimization techniques. Optim. Methods Softw. 22(1): 99-126 (2007) - [c7]Wei Xie, Musa A. Mammadov, John Yearwood:
Using Links to Aid Web Classification. ACIS-ICIS 2007: 981-986 - [c6]Chandima Tilakaratne, Musa A. Mammadov, Sidney A. Morris:
Effectiveness of Using Quantified Intermarket Influence for Predicting Trading Signals of Stock Markets. AusDM 2007: 171-179 - 2006
- [j1]Salih Aytar, Musa A. Mammadov, Serpil Pehlivan:
Statistical limit inferior and limit superior for sequences of fuzzy numbers. Fuzzy Sets Syst. 157(7): 976-985 (2006) - [c5]Zhi-You Wu, Musa Mammadov, Fu-Sheng Bai:
A Filled Function Method for Box-constrained System of Nonlinear Equations. APCCAS 2006: 622-625 - [c4]Shahnaz Kouhbor, Julien Ugon, Alex M. Rubinov, Alex Kruger, Musa A. Mammadov:
Coverage in WLAN with Minimum Number of Access Points. VTC Spring 2006: 1166-1170 - 2005
- [c3]Musa A. Mammadov, Robert Orsi:
A Nonsmooth Optimization Approach to H ∞ Synthesis. CDC/ECC 2005: 6893-6898 - 2001
- [c2]Musa A. Mammadov:
Fuzzy Derivative & Its Application to Data Classification. FUZZ-IEEE 2001: 416-419 - [c1]Musa A. Mamedov, John Yearwood:
An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative. HIS 2001: 223-235
Coauthor Index
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