Yahya Forghani

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

Dimensionality Reduction

Manifold Learning

Subspace Clustering

Top Venues

Expert Syst. J. Knowl. Eng.

Ingénierie des Systèmes d Inf.

Rev. d'Intelligence Artif.

Publications

Azade Hashemi Feriz, Mehrdad Jalali, Yahya Forghani
Enhancing CNN-LSTM neural networks using jellyfish search algorithm for pandemic modeling. Concurr. Comput. Pract. Exp. 36 (17) (2024)
Newsha Nowrozian, Farzad Tashtarian, Yahya Forghani
On optimizing the charging trajectory of mobile chargers in wireless sensor networks: a deep reinforcement learning approach. Wirel. Networks 30 (1) (2024)
Mahboubeh Fattahi, Mohammad Hossein Moattar, Yahya Forghani
Locally alignment based manifold learning for simultaneous feature selection and extraction in classification problems. Knowl. Based Syst. 259 (2023)
Mahboubeh Fattahi, Mohammad Hossein Moattar, Yahya Forghani
Improved cost-sensitive representation of data for solving the imbalanced big data classification problem. J. Big Data 9 (1) (2022)
Mahdi Ravakhah, Mehrdad Jalali, Yahya Forghani, Reza Sheibani
Balanced hierarchical max margin matrix factorization for recommendation system. Expert Syst. J. Knowl. Eng. 39 (4) (2022)
Azadeh Rezazadeh Hamedani, Mohammad Hossein Moattar, Yahya Forghani
Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classification. J. Big Data 8 (1) (2021)
Mojtaba Mohammadian, Yahya Forghani, Masood Niazi Torshiz
An initialization method to improve the training time of matrix factorization algorithm for fast recommendation. Soft Comput. 25 (5) (2021)
Haleh Amintoosi, Masood Niazi Torshiz, Yahya Forghani, Sara Alinejad
An efficient storage-optimizing tick data clustering model. Turkish J. Electr. Eng. Comput. Sci. 28 (5) (2020)
Anita Gholami, Yahya Forghani
Improving Multi-class Co-Clustering-Based Collaborative Recommendation Using Item Tags. Rev. d'Intelligence Artif. 34 (1) (2020)
Yahya Forghani, Zohreh Zendehdel
Piece-wise max-margin-based discriminative feature learning. J. Exp. Theor. Artif. Intell. 32 (5) (2020)
Soodabeh Amanzadeh, Yahya Forghani, Seyyed Javad Seyyed Mahdavi Chabok
Improvements on Learning Kernel Extended Dictionary for Face Recognition. Rev. d'Intelligence Artif. 34 (4) (2020)
Sanaz Sagha Pirmard, Yahya Forghani
Improving the Speed of Support Vector Regression Using Regularized Least Square Regression. Ingénierie des Systèmes d Inf. 25 (4) (2020)
Mahla Mohammadzadeh Khadem, Yahya Forghani
A recursive algorithm to increase the speed of regression-based binary recommendation systems. Inf. Sci. 512 (2020)
Shadi Hasanzadeh Tavakkoli, Yahya Forghani, Reza Sheibani
A novel heuristic algorithm to solve penalized regression-based clustering model. Soft Comput. 24 (12) (2020)
Mohammad Barati, Mehrdad Jalali, Yahya Forghani
Alternating optimization to solve penalized regression-based clustering model. Expert Syst. J. Knowl. Eng. 36 (6) (2019)
Mostafa Razavi Ghods, Mohammad Hossein Moattar, Yahya Forghani
Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement. CoRR (2019)
Narges Hasanzadeh, Yahya Forghani
Improving the Accuracy of M-distance Based Nearest Neighbor Recommendation System by Using Ratings Variance. Ingénierie des Systèmes d Inf. 24 (2) (2019)
Fereshteh Sadat Hoseininejad, Yahya Forghani, Omid Ehsani
A fast algorithm for local feature selection in data classification. Expert Syst. J. Knowl. Eng. 36 (3) (2019)
Mona Pourseyyedi, Yahya Forghani
Weighted Version of Extended Nearest Neighbors. Neural Process. Lett. 49 (1) (2019)
Sanaz Moezzi, Mehrdad Jalali, Yahya Forghani
TWSVC+: Improved Twin Support Vector Machine-Based Clustering. Ingénierie des Systèmes d Inf. 24 (5) (2019)
Shady Tabasi Kakhki, Mahmoud Naghibzadeh, Yahya Forghani
Protein-Protein Interaction Networks Alignment using Mathematical Model Approximation. IST (2018)
Behrouz Beik Khorasani, Mohammad Hossein Moattar, Yahya Forghani
A geodesic distance-based approach for shape-independent data clustering using coalitional game. Expert Syst. J. Knowl. Eng. 35 (6) (2018)
Yahya Forghani
Comment on "Enhanced soft subspace clustering integrating within-cluster and between-cluster information" by Z. Deng et al. (Pattern Recognition, vol. 43 pp. 767-781, 2010) Pattern Recognit. 77 (2018)
Yahya Forghani
Comment on "Joint sparse principal component analysis" by S. Yi et al. (Pattern Recognition, vol. 61 pp. 524-536, 2017). Pattern Recognit. 77 (2018)
Hamed Nikdel, Yahya Forghani, S. Mohammad Hosein Moattar
Increasing the speed of fuzzy k-nearest neighbours algorithm. Expert Syst. J. Knowl. Eng. 35 (3) (2018)
Yahya Forghani
Comment on "DSKmeans: A new kmeans-type approach to discriminative subspace clustering" by X. Huang et al. [Knowledge-Based Systems, Vol. 70 pp. 293-300, 2014]. Knowl. Based Syst. 118 (2017)
Yahya Forghani, Hadi Sadoghi Yazdi
Robust Support Vector Machines with Low Test Time. Comput. Intell. 31 (4) (2015)
Yahya Forghani, Hadi Sadoghi Yazdi
Fuzzy Min-Max Neural Network for Learning a Classifier with Symmetric Margin. Neural Process. Lett. 42 (2) (2015)
Yahya Forghani, Hadi Sadoghi Yazdi
Robust support vector machine-trained fuzzy system. Neural Networks 50 (2014)
Yahya Forghani, Hadi Sadoghi Yazdi
Comment on "robustness and regularization of support vector machines" by H. Xu, et al., (Journal of Machine Learning Research, vol. 10 pp. 1485-1510, 2009, arXiv: 0803.3490. CoRR (2013)
Yahya Forghani, Hadi Sadoghi Yazdi, Sohrab Effati
Classification of fuzzy data based on the support vector machines. Expert Syst. J. Knowl. Eng. 30 (5) (2013)
Yahya Forghani, Hadi Sadoghi Yazdi
Comment on "Robustness and regularization of support vector machines" by H. Xu et al. (Journal of machine learning research, volume 10, pp 1485-1510, 2009). J. Mach. Learn. Res. 14 (1) (2013)
Yahya Forghani, Hadi Sadoghi Yazdi, Sohrab Effati
An extension to fuzzy support vector data description (FSVDD*). Pattern Anal. Appl. 15 (3) (2012)
Yahya Forghani, Hadi Sadoghi Yazdi, Sohrab Effati
Comment on "Support vector machine for classification based on fuzzy training data" by A.-B. Ji, J.-H. Pang, H.-J. Qiu [Expert Systems with Applications 37 (2010) 3495-3498]. Expert Syst. Appl. 39 (8) (2012)