Fuzzy parameterized fuzzy soft k-nearest neighbor classifier

A classification method in machine learning based on soft decision-making via fuzzy parameterized fuzzy soft matrices

(2021) Samet Memiş et al.   SOFT COMPUTING

A self‐adaptive synthetic over‐sampling technique for imbalanced classification

(2020) Xiaowei Gu et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Algorithms Based on COPRAS and Aggregation Operators with New Information Measures for Possibility Intuitionistic Fuzzy Soft Decision-Making

(2020) Harish Garg et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Interval-valued intuitionistic fuzzy parameterized interval-valued intuitionistic fuzzy soft sets and their application in decision-making

(2020) Tuğçe Aydın et al.   Journal of Ambient Intelligence and Humanized Computing

A precise and stable machine learning algorithm: eigenvalue classification (EigenClass)

(2020) Uğur Erkan   NEURAL COMPUTING & APPLICATIONS

A similarity measure under Pythagorean fuzzy soft environment with applications

(2020) Muhammad Riaz et al.   COMPUTATIONAL & APPLIED MATHEMATICS

A new fuzzy k-nearest neighbor classifier based on the Bonferroni mean

(2020) Mahinda Mailagaha Kumbure et al.   PATTERN RECOGNITION LETTERS

Intuitionistic fuzzy parameterized intuitionistic fuzzy soft matrices and their application in decision-making

(2020) Serdar Enginoǧlu et al.   COMPUTATIONAL & APPLIED MATHEMATICS

A Local Mean Representation-based K-Nearest Neighbor Classifier

(2019) Jianping Gou et al.   ACM Transactions on Intelligent Systems and Technology

Decision making using algebraic operations on soft effect matrix as new category of similarity measures and study their application in medical diagnosis problems

(2019) Shuker Mahmood Khalil   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Multi-label classification via incremental clustering on an evolving data stream

(2019) Tien Thanh Nguyen et al.   PATTERN RECOGNITION

Heterogeneous oblique random forest

(2019) Rakesh Katuwal et al.   PATTERN RECOGNITION

A parameter independent fuzzy weighted k -Nearest neighbor classifier

(2018) Nimagna Biswas et al.   PATTERN RECOGNITION LETTERS

Adaptive Learning-Based k-Nearest Neighbor Classifiers With Resilience to Class Imbalance

(2018) Sankha Subhra Mullick et al.   IEEE Transactions on Neural Networks and Learning Systems

A generalized mean distance-based k-nearest neighbor classifier

(2018) Jianping Gou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Efficient k NN classification algorithm for big data

(2016) Zhenyun Deng et al.   NEUROCOMPUTING

IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification

(2015) Enislay Ramentol et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Nearest Neighbor-Based Classification of Uncertain Data

(2013) Fabrizio Angiulli et al.   ACM Transactions on Knowledge Discovery from Data

Soft matrix theory and its decision making

(2010) Naim Çağman et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Soft set theory and uni–int decision making

(2010) Naim Çağman et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH