Anjana Gosain

According to our database1, Anjana Gosain authored at least 65 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Comprehensive empirical investigation for prioritizing the pipeline of using feature selection and data resampling techniques.
J. Intell. Fuzzy Syst., March, 2024

LIKFCM: Linear interpolation-based kernelized fuzzy C-means clustering imputation method for handling incomplete data.
J. Intell. Fuzzy Syst., February, 2024

B-HPD: Bagging-based hybrid approach for the early diagnosis of Parkinson's disease.
Intell. Decis. Technol., 2024

2023
Impact of class imbalance ratio on ensemble methods for imbalance problem: A new perspective.
J. Intell. Fuzzy Syst., December, 2023

SmS: SMOTE-stacked hybrid model for diagnosis of polycystic ovary syndrome using feature selection method.
Expert Syst. Appl., September, 2023

Prioritized dynamic cube selection in data warehouse.
Multim. Tools Appl., March, 2023

A novel type-II intuitionistic fuzzy clustering algorithm for mammograms segmentation.
J. Ambient Intell. Humaniz. Comput., 2023

Empirical Review of Oversampling Methods to Handle the Class Imbalance Problem.
Proceedings of the Evolution in Computational Intelligence, 2023

2022
Evolutionary Optimization for Prioritized Materialized View Selection: An Exploratory Analysis.
Int. J. Inf. Retr. Res., 2022

2021
Materialized view selection applying differential evolution algorithm combined with ensembled constraint handling techniques.
Multim. Tools Appl., 2021

<i>wCM</i> based hybrid pre-processing algorithm for class imbalanced dataset.
J. Intell. Fuzzy Syst., 2021

An effective fuzzy clustering algorithm with outlier identification feature.
J. Intell. Fuzzy Syst., 2021

2020
Robust hybrid data-level sampling approach to handle imbalanced data during classification.
Soft Comput., 2020

Weighted k-nearest neighbor based data complexity metrics for imbalanced datasets.
Stat. Anal. Data Min., 2020

A New Robust Fuzzy Clustering Approach: DBKIFCM.
Neural Process. Lett., 2020

Comprehensive complexity metric for data warehouse multidimensional model understandability.
IET Softw., 2020

WSEM<sub>QT</sub>: a novel approach for quality-based evaluation of web data sources for a data warehouse.
IET Softw., 2020

A new metric for class cohesion for object oriented software.
Int. Arab J. Inf. Technol., 2020

2019
Selection of materialized views using stochastic ranking based Backtracking Search Optimization Algorithm.
Int. J. Syst. Assur. Eng. Manag., 2019

Handling Constraints Using Penalty Functions in Materialized View Selection.
Int. J. Nat. Comput. Res., 2019

Measuring harmfulness of class imbalance by data complexity measures in oversampling methods.
Int. J. Intell. Eng. Informatics, 2019

Empirical investigation of dimension hierarchy sharing-based metrics for multidimensional schema understandability.
Int. J. Intell. Eng. Informatics, 2019

FF-SMOTE: A Metaheuristic Approach to Combat Class Imbalance in Binary Classification.
Appl. Artif. Intell., 2019

An Effective Hybrid Approach for Solving Prioritized Cube Selection Problem Using Particle Swarm Optimization and Tabu Search.
Proceedings of the Progress in Advanced Computing and Intelligent Engineering, 2019

2018
Investigating structural metrics for understandability prediction of data warehouse multidimensional schemas using machine learning techniques.
Innov. Syst. Softw. Eng., 2018

An intelligent undersampling technique based upon intuitionistic fuzzy sets to alleviate class imbalance problem of classification with noisy environment.
Int. J. Intell. Eng. Informatics, 2018

Efficient approach for view materialisation in a data warehouse by prioritising data cubes.
IET Softw., 2018

2017
Quality metrics emphasizing dimension hierarchy sharing in multidimensional models for data warehouse: a theoretical and empirical evaluation.
Int. J. Syst. Assur. Eng. Manag., 2017

A dynamic size measure for object oriented software.
Int. J. Syst. Assur. Eng. Manag., 2017

Object-oriented dynamic complexity measures for software understandability.
Innov. Syst. Softw. Eng., 2017

Handling class imbalance problem using oversampling techniques: A review.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

2016
A novel requirements engineering approach for designing data warehouses.
Int. J. Syst. Assur. Eng. Manag., 2016

Two Level Signature Based Authorization Model for Secure Data Warehouse.
Proceedings of the Security in Computing and Communications - 4th International Symposium, 2016

A Systematic Review on Materialized View Selection.
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

Theoretical Validation of Object-Oriented Metrics for Data Warehouse Multidimensional Model.
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

2014
Empirical validation of metrics for object oriented multidimensional model for data warehouse.
Int. J. Syst. Assur. Eng. Manag., 2014

Empirical validation of structural metrics for predicting understandability of conceptual schemas for data warehouse.
Int. J. Syst. Assur. Eng. Manag., 2014

Quality Metrics for Data Warehouse Multidimensional Models with Focus on Dimension Hierarchy Sharing.
Proceedings of the Advances in Intelligent Informatics, 2014

Conceptual Multidimensional Modeling for Data Warehouses: A Survey.
Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, 2014

A Survey of Dynamic Program Analysis Techniques and Tools.
Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, 2014

2013
Theoretical and empirical validation of comprehensive complexity metric for multidimensional models for data warehouse.
Int. J. Syst. Assur. Eng. Manag., 2013

Image segmentation of noisy digital images using extended fuzzy C-means clustering algorithm.
Int. J. Comput. Appl. Technol., 2013

Validating dimension hierarchy metrics for the understandability of multidimensional models for data warehouse.
IET Softw., 2013

Robust kernelized approach to clustering by incorporating new distance measure.
Eng. Appl. Artif. Intell., 2013

2012
A comprehensive study of view maintenance approaches in data warehousing evolution.
ACM SIGSOFT Softw. Eng. Notes, 2012

Complexity metric for multidimensional models for data warehouse.
Proceedings of the CUBE International IT Conference & Exhibition, 2012

2011
DWEVOLVE: a requirement based framework for data warehouse evolution.
ACM SIGSOFT Softw. Eng. Notes, 2011

Quality-oriented requirements engineering for a data warehouse.
ACM SIGSOFT Softw. Eng. Notes, 2011

Quality metrics for conceptual models for data warehouse focusing on dimension hierarchies.
ACM SIGSOFT Softw. Eng. Notes, 2011

Assessment of quality of data warehouse multidimensional model.
Int. J. Inf. Qual., 2011

A robust method for image segmentation of noisy digital images.
Proceedings of the FUZZ-IEEE 2011, 2011

Comparative Study on Data Warehouse Evolution Techniques.
Proceedings of the Advances in Computing and Communications, 2011

2010
Stakeholders Driven Requirements Engineering Approach for Data Warehouse Development.
J. Inf. Process. Syst., 2010

Analysis of Data Warehouse Quality Metrics Using LR.
Proceedings of the Information and Communication Technologies - International Conference, 2010

Validating Data Warehouse Quality Metrics Using PCA.
Proceedings of the Data Engineering and Management - Second International Conference, 2010

Density-oriented approach to identify outliers and get noiseless clusters in Fuzzy C - Means.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Agent oriented requirements engineering for a data warehouse.
ACM SIGSOFT Softw. Eng. Notes, 2009

From Early Requirements to Late Requirements Modeling for a Data Warehouse.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

Improving the performance of fuzzy clustering algorithms through outlier identification.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
An approach to engineering the requirements of data warehouses.
Requir. Eng., 2008

Evaluation of Agent Oriented Requirements Engineering Frameworks.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2006
Analyzing Factors Influencing Quality of Decisions- An Approach for Data Warehouse Development.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2006, 2006

Better Quality of Decisions : Approaches to more Effective Analysis.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2006, 2006

2004
Informational Scenarios for Data Warehouse Requirements Elicitation.
Proceedings of the Conceptual Modeling, 2004

2003
Requirements Driven Data Warehouse Development.
Proceedings of the 15th Conference on Advanced Information Systems Engineering (CAiSE '03), 2003


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