Reza Monsefi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 31

Top Topics

Data Stream Classification

Positive Definite

Metric Learning

Top Venues

Int. J. Mach. Learn. Cybern.

Knowl. Based Syst.

Publications

Zahra Mehravaran, Javad Hamidzadeh, Reza Monsefi
Feature selection based on correlation label and B-R belief function (FSCLBF) in multi-label data. Soft Comput. 28 (2) (2024)
Seyed Hesamoddin Hosseini, Reza Monsefi, Shabnam Shadroo
Deep learning applications for lung cancer diagnosis: A systematic review. Multim. Tools Appl. 83 (5) (2024)
Ahamad Navid Ghanizadeh, Kamaledin Ghiasi-Shirazi, Reza Monsefi, Mohammadreza Qaraei
Neural Generalization of Multiple Kernel Learning. Neural Process. Lett. 56 (1) (2024)
Karrar Al-Kaabi, Reza Monsefi, Davood Zabihzadeh
A framework to enhance generalization of deep metric learning methods using general discriminative feature learning and class adversarial neural networks. Appl. Intell. 53 (8) (2023)
Mona Moradi, Mohammad Rahmanimanesh, Ali Shahzadi, Reza Monsefi
Smooth unsupervised domain adaptation considering uncertainties. Inf. Sci. 648 (2023)
Mona Moradi, Javad Hamidzadeh, Reza Monsefi
ABT-SVDD: A method for uncertainty handling in domain adaptation using belief function theory. Appl. Soft Comput. 147 (2023)
Saeedeh Eslami, Reza Monsefi, Mohammad Akbari
Learning a Unified Latent Space for NAS: Toward Leveraging Structural and Symbolic Information. IEEE Access 10 (2022)
Ali Mousavi, Reza Monsefi, Víctor Elvira
Hamiltonian Adaptive Importance Sampling. CoRR (2022)
Hesamoddin Hosseini, Reza Monsefi, Shabnam Shadroo
Deep Learning Applications for Lung Cancer Diagnosis: A systematic review. CoRR (2022)
Ahamad Navid Ghanizadeh, Kamaledin Ghiasi-Shirazi, Reza Monsefi, Mohammadreza Qaraei
Neural Generalization of Multiple Kernel Learning. CoRR (2021)
Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. ACML (2021)
Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. CoRR (2021)
Karrar Al-Kaabi, Reza Monsefi, Davood Zabihzadeh
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks. CoRR (2021)
Ali Mousavi, Reza Monsefi, Víctor Elvira
Hamiltonian Adaptive Importance Sampling. IEEE Signal Process. Lett. 28 (2021)
Reza Godaz, Reza Monsefi, Faezeh Toutounian, Reshad Hosseini
Accurate and fast matrix factorization for low-rank learning. CoRR (2021)
Behrouz Bolourian Haghighi, Amir Hossein Taherinia, Reza Monsefi
An Effective Semi-fragile Watermarking Method for Image Authentication Based on Lifting Wavelet Transform and Feed-Forward Neural Network. Cogn. Comput. 12 (4) (2020)
Hamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi, Hadi Sadoghi Yazdi
Combination of loss functions for deep text classification. Int. J. Mach. Learn. Cybern. 11 (4) (2020)
Hamideh Hajiabadi, Reza Monsefi, Hadi Sadoghi Yazdi
relf: robust regression extended with ensemble loss function. Appl. Intell. 49 (4) (2019)
Sumia Abdulhussien Razooqi Al-Obaidi, Davood Zabihzadeh, Ali Salim Rasheed, Reza Monsefi
Robust Metric Learning based on the Rescaled Hinge Loss. CoRR (2019)
Hamideh Hajiabadi, Reza Godaz, Morteza Ghasemi, Reza Monsefi
Layered Geometric Learning. ICAISC (1) (2019)
Davood Zabihzadeh, Reza Monsefi, Hadi Sadoghi Yazdi
Sparse Bayesian approach for metric learning in latent space. Knowl. Based Syst. 178 (2019)
Mohammad Reza Mohammadnia-Qaraei, Reza Monsefi, Kamaledin Ghiasi-Shirazi
Convolutional kernel networks based on a convex combination of cosine kernels. Pattern Recognit. Lett. 116 (2018)
Davood Zabihzadeh, Reza Monsefi, Hadi Sadoghi Yazdi
Sparse Bayesian similarity learning based on posterior distribution of data. Eng. Appl. Artif. Intell. 67 (2018)
Hamideh Hajiabadi, Reza Monsefi, Hadi Sadoghi Yazdi
RELF: Robust Regression Extended with Ensemble Loss Function. CoRR (2018)
Baida Hamdan, Davood Zabihzadeh, Reza Monsefi
Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive. CoRR (2018)
Nima Salehi-Moghaddami, Reza Monsefi, Hadi Sadoghi Yazdi
Sparse online feature maps. Knowl. Based Syst. 151 (2018)
Behrouz Bolourian Haghighi, Amir Hossein Taherinia, Reza Monsefi
TRLF: An Effective Semi-fragile Watermarking Method for Tamper Detection and Recovery based on LWT and FNN. CoRR (2018)
Mojtaba Nayyeri, Alaleh Maskooki, Reza Monsefi
A New Sparse Learning Machine. Neural Process. Lett. 46 (1) (2017)
Hamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi
On Extending Neural Networks with Loss Ensembles for Text Classification. CoRR (2017)
Hamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi
On Extending Neural Networks with Loss Ensembles for Text Classification. ALTA (2017)
Javad Hamidzadeh, Reza Monsefi, Hadi Sadoghi Yazdi
Large symmetric margin instance selection algorithm. Int. J. Mach. Learn. Cybern. 7 (1) (2016)
Javad Hamidzadeh, Reza Monsefi, Hadi Sadoghi Yazdi
IRAHC: Instance Reduction Algorithm using Hyperrectangle Clustering. Pattern Recognit. 48 (5) (2015)
Hadi Sadoghi Yazdi, Mohammad GhasemiGol, Sohrab Effati, Azam Jiriani, Reza Monsefi
Hierarchical tree clustering of fuzzy number. J. Intell. Fuzzy Syst. 26 (2) (2014)
Adel Ghazikhani, Reza Monsefi, Hadi Sadoghi Yazdi
Online neural network model for non-stationary and imbalanced data stream classification. Int. J. Mach. Learn. Cybern. 5 (1) (2014)
Javad Hamidzadeh, Reza Monsefi, Hadi Sadoghi Yazdi
LMIRA: Large Margin Instance Reduction Algorithm. Neurocomputing 145 (2014)
Adel Ghazikhani, Reza Monsefi, Hadi Sadoghi Yazdi
Recursive least square perceptron model for non-stationary and imbalanced data stream classification. Evol. Syst. 4 (2) (2013)
Adel Ghazikhani, Reza Monsefi, Hadi Sadoghi Yazdi
Ensemble of online neural networks for non-stationary and imbalanced data streams. Neurocomputing 122 (2013)
Adel Ghazikhani, Reza Monsefi, Hadi Sadoghi Yazdi
Online cost-sensitive neural network classifiers for non-stationary and imbalanced data streams. Neural Comput. Appl. 23 (5) (2013)
Nazbanoo Farzaneh, Reza Monsefi, Mohammad Hossein Yaghmaee, Amir Hossein Mohajerzadeh
A novel congestion control protocol with AQM support for IP-based networks. Telecommun. Syst. 52 (1) (2013)
H. Abbassi, Reza Monsefi, Hadi Sadoghi Yazdi
Constrained classifier: a novel approach to nonlinear classification. Neural Comput. Appl. 23 (7-8) (2013)
Gholam Hossein Ekbatani Fard, Reza Monsefi
A Detailed Review of Multi-Channel Medium Access Control Protocols for Wireless Sensor Networks. Int. J. Wirel. Inf. Networks 19 (1) (2012)
Javad Hamidzadeh, Reza Monsefi, Hadi Sadoghi Yazdi
DDC: distance-based decision classifier. Neural Comput. Appl. 21 (7) (2012)
Gholam Hossein Ekbatani Fard, Reza Monsefi, Mohammad Hossien Yaghmaee, Seyed-Amin Hosseini-Seno
Queen-MAC: A quorum-based energy-efficient medium access control protocol for wireless sensor networks. Comput. Networks 56 (8) (2012)
Morteza Maghrebi, Ali Abbasi, Saeid Amiri, Reza Monsefi, Ahad Harati
A collective and abridged lexical query for delineation of nanotechnology publications. Scientometrics 86 (1) (2011)
Gholam Hossein Ekbatani Fard, Reza Monsefi
MAMAC: A Multi-channel Asynchronous MAC Protocol for Wireless Sensor Networks. BWCCA (2011)
Mohammad GhasemiGol, Reza Monsefi, Hadi Sadoghi Yazdi
Intrusion Detection by Ellipsoid Boundary. J. Netw. Syst. Manag. 18 (3) (2010)
Amir Hossein Mohajerzadeh, Mohammad Hossein Yaghmaee, Reza Monsefi
A QoS based data dissemination protocol for wireless multimedia sensor networks. IWACI (2010)
Gholam Hossein Ekbatani Fard, Mohammad Hossien Yaghmaee, Reza Monsefi
A QoS-Based Multichannel MAC Protocol for Two-Tiered Wireless Multimedia Sensor Networks. Int. J. Commun. Netw. Syst. Sci. 3 (7) (2010)
Mohammad GhasemiGol, Reza Monsefi, Hadi Sadoghi Yazdi
Ellipse Support Vector Data Description. EANN (2009)
Gholam Hossein Ekbatani Fard, Mohammad Hossien Yaghmaee Moghaddam, Reza Monsefi
An adaptive Cross-Layer multichannel QoS-MAC protocol for cluster based wireless multimedia sensor networks. ICUMT (2009)
Mohammad GhasemiGol, Mostafa Sabzekar, Reza Monsefi, Hadi Sadoghi Yazdi
A New Tree Clustering Algorithm for Fuzzy Data Based on Alpha-Cuts. IC-AI (2009)
Yasser Mansouri, Reza Monsefi
Optimal Number of Replicas with QoS Assurance in Data Grid Environment. Asia International Conference on Modelling and Simulation (2008)
Mahmood Amintoosi, Hadi Sadoghi Yazdi, Mahmood Fathy, Reza Monsefi
Using pattern matching for tiling and packing problems. Eur. J. Oper. Res. 183 (3) (2007)