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A new intuitionistic fuzzy correlation coefficient approach with applications in multi-criteria decision-making

Bajaj, Jyoti; Kumar, Satish - In: Decision analytics journal 9 (2023), pp. 1-15

, medical illness diagnosis, clustering, and Multi-Criteria Decision-Making (MCDM) to further exhibit its practicability and …

Persistent link: https://www.econbiz.de/10014532457

An investigation of the imputation techniques for missing values in ordinal data enhancing clustering and classification analysis validity

Alam, Shafiq; Ayub, Muhammad Sohaib; Arora, Sakshi; … - In: Decision analytics journal 9 (2023), pp. 1-14

, distortions, and poor decisions. The presence of missing values in data introduces inaccuracies in clustering and classification … comparing the performance of imputation techniques using clustering metrics and algorithms (e.g., k-means, Partitioning Around …

Persistent link: https://www.econbiz.de/10014532502

A community detection model using node embedding approach and graph convolutional network with clustering technique

Bhattacharya, Riju; Nagwani, Naresh Kumar; Tripathi, Sarsij - In: Decision analytics journal 9 (2023), pp. 1-11

node embedding and deep learning have surpassed spectral clustering and statistical inference as the preferred methods for … activation function for generating feature vectors and applied clustering technique for predicting communities. The CD2NE …

Persistent link: https://www.econbiz.de/10014533204

New boosting approaches for improving cluster-based undersampling in problems with imbalanced data

Abdullah-All-Tanvir; Khandokar, Iftakhar Ali; Shatabda, … - In: Decision analytics journal 8 (2023), pp. 1-13

performance of cluster-based undersampling technique: (i) inject unlabeled data into training data for improved clustering; (ii …

Persistent link: https://www.econbiz.de/10014520500

A spatiotemporal analysis of traffic congestion patterns using clustering algorithms : a case study of Casablanca

Rouky, Naoufal; Bousouf, Abdellah; Benmoussa, Othmane; … - In: Decision analytics journal 10 (2024), pp. 1-14

(TTI) to study traffic congestion on a macro level (zones) without limiting our research to clustering the zones by …

Persistent link: https://www.econbiz.de/10014541885

A novel multi-criteria approach for evaluating social discrimination in OECD countries

Pala, Osman - In: Decision analytics journal 11 (2024), pp. 1-15

The Organisation for Economic Co-operation and Development (OECD) was established to unite countries from different geographical regions to achieve prosperity and economic progress. Different geographical regions have different cultures. The sociological perspective on gender varies in these...

Persistent link: https://www.econbiz.de/10015101766