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Privacy Preserving Fuzzy Association Rule Mining in Data Clusters Using Particle Swarm Optimization

Krishnamoorthy, Sathiyapriya; Sadasivam, G. Sudha; … - In: International Journal of Intelligent Information … 13 (2017) 2, pp. 1-20

An association rule is classified as sensitive if its thread of revelation is above certain confidence value. If these sensitive rules were revealed to the public, it is possible to deduce sensitive knowledge from the published data and offers benefit for the business competitors. Earlier...

Persistent link: https://www.econbiz.de/10012045502

Symmetric Uncertainty Based Search Space Reduction for Fast Face Recognition

Hemalatha, C. Sweetlin; Sankaran, Vignesh; Vaidehi V; … - In: International Journal of Intelligent Information … 14 (2018) 4, pp. 77-97

feature subset selection to obtain significant features. Further, Fuzzy C-Means clustering is applied to restrict the search …

Persistent link: https://www.econbiz.de/10012045531

Multi-Step Iterative Algorithm for Feature Selection on Dynamic Documents

Bafna, Prafulla Bharat; Shirwaikar, Shailaja; Pramod, Dhanya - In: International Journal of Information Retrieval Research … 6 (2016) 2, pp. 24-40

The authors propose clustering based multistep iterative algorithm. The important step is where terms are grouped by …

Persistent link: https://www.econbiz.de/10012045537

Augmenting Classifiers Performance through Clustering: A Comparative Study on Road Accident Data

Kumar, Sachin; Tiwari, Prayag; Denis, Kalitin Vladimirovich - In: International Journal of Information Retrieval Research … 8 (2018) 1, pp. 57-68

-world data as road accidents are uncertain. In this article, the authors are comparing three different clustering techniques …: latent class clustering (LCC), k-modes clustering and BIRCH clustering, on road accident data from an Indian district …

Persistent link: https://www.econbiz.de/10012045568

A Clustering Approach Using Fractional Calculus-Bacterial Foraging Optimization Algorithm for k-Anonymization in Privacy Preserving Data Mining

Jinwala, Devesh C.; Bhaladhare, Pawan R. - In: International Journal of Information Security and … 10 (2016) 1, pp. 45-65

clustering approach. During the investigation, the authors observed that the k-anonymization based clustering approaches all the … generates an optimal cluster with lesser information loss as compared with the existing clustering approaches. …

Persistent link: https://www.econbiz.de/10012045671

Statistical Analysis of High-Level Features from State of the Union Addresses

Bihl, Trevor J.; Bauer Jr., Kenneth W. - In: International Journal of Information Systems and Social … 8 (2017) 2, pp. 50-73

clustering (k-means) and a literature review to define types of speeches (e.g. written or oral), 2) classification methods via …

Persistent link: https://www.econbiz.de/10012045753

Two Rounds Based LEACH: A Variant of Low Energy Adaptive Clustering Hierarchy for Wireless Sensor Networks

Boumassata, Meriem; Benmohammed, Mohamed - In: International Journal of Information Systems and Social … 8 (2017) 3, pp. 34-44

, which plays an important role in network lifetime. Low Energy Adaptive Clustering Hierarchy (LEACH) is a hierarchical … new clustering and selecting cluster head scheme with the goal of optimizing the energy consumption in WSNs. …

Persistent link: https://www.econbiz.de/10012045757

Heuristic Based Coverage Aware Load Balanced Clustering in WSNs and Enablement of IoT

Singh, Surjit; Sharma, Rajeev Mohan - In: International Journal of Information Technology and Web … 13 (2018) 2, pp. 1-10

sensor networks (WSN) are one of the keys enabling the IoT. Clustering in WSNs plays an important role since it allows … the WSNs. Here, a heuristic approach, coverage aware load balanced clustering, has been developed in order to increase the …

Persistent link: https://www.econbiz.de/10012046115

Test Case Selection Using Feature Extraction and Clustering

Gladston, Angelin; Nehemiah, H. Khanna; Narayanasamy, P.; … - In: International Journal of Knowledge-Based Organizations … 8 (2018) 2, pp. 18-31

the application of test cases. Hence, execution profiles are captured and a new execution profile-based clustering …

Persistent link: https://www.econbiz.de/10012046180

An Improved Web Page Recommendation Technique for Better Surfing Experience

Wagh, Rajnikant Bhagwan; Patil, Jayantrao Bhaurao - In: International Journal of Knowledge-Based Organizations … 8 (2018) 4, pp. 1-13

. Authors classify active users more accurately to found clusters. Threshold values are used in both clustering and …

Persistent link: https://www.econbiz.de/10012046188