Anjana Gosain

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Comprehensive empirical investigation for prioritizing the pipeline of using feature selection and data resampling techniques.

Pooja Tyagi, Jaspreeti Singh, Anjana Gosain

J. Intell. Fuzzy Syst., March, 2024

LIKFCM: Linear interpolation-based kernelized fuzzy C-means clustering imputation method for handling incomplete data.

Jyoti, Jaspreeti Singh, Anjana Gosain

J. Intell. Fuzzy Syst., February, 2024

B-HPD: Bagging-based hybrid approach for the early diagnosis of Parkinson's disease.

Ritika Kumari, Jaspreeti Singh, Anjana Gosain

Intell. Decis. Technol., 2024

2023

Impact of class imbalance ratio on ensemble methods for imbalance problem: A new perspective.

Ritika Kumari, Jaspreeti Singh, Anjana Gosain

J. Intell. Fuzzy Syst., December, 2023

SmS: SMOTE-stacked hybrid model for diagnosis of polycystic ovary syndrome using feature selection method.

Ritika Kumari, Jaspreeti Singh, Anjana Gosain

Expert Syst. Appl., September, 2023

Prioritized dynamic cube selection in data warehouse.

Heena Madaan, Anjana Gosain

Multim. Tools Appl., March, 2023

A novel type-II intuitionistic fuzzy clustering algorithm for mammograms segmentation.

Sonika Dahiya, Anjana Gosain

J. Ambient Intell. Humaniz. Comput., 2023

Empirical Review of Oversampling Methods to Handle the Class Imbalance Problem.

Ritika Kumari, Jaspreeti Singh, Anjana Gosain

Proceedings of the Evolution in Computational Intelligence, 2023

2022

Evolutionary Optimization for Prioritized Materialized View Selection: An Exploratory Analysis.

Heena Madaan, Anjana Gosain

Int. J. Inf. Retr. Res., 2022

2021

Materialized view selection applying differential evolution algorithm combined with ensembled constraint handling techniques.

Kavita Sachdeva, Anjana Gosain

Multim. Tools Appl., 2021

<i>wCM</i> based hybrid pre-processing algorithm for class imbalanced dataset.

Deepika Singh, Anju Saha, Anjana Gosain

J. Intell. Fuzzy Syst., 2021

An effective fuzzy clustering algorithm with outlier identification feature.

Anjana Gosain, Sonika Dahiya

J. Intell. Fuzzy Syst., 2021

2020

Robust hybrid data-level sampling approach to handle imbalanced data during classification.

Prabhjot Kaur, Anjana Gosain

Soft Comput., 2020

Weighted k-nearest neighbor based data complexity metrics for imbalanced datasets.

Deepika Singh, Anjana Gosain, Anju Saha

Stat. Anal. Data Min., 2020

A New Robust Fuzzy Clustering Approach: DBKIFCM.

Anjana Gosain, Sonika Dahiya

Neural Process. Lett., 2020

Comprehensive complexity metric for data warehouse multidimensional model understandability.

Anjana Gosain, Jaspreeti Singh

IET Softw., 2020

WSEM_QT: a novel approach for quality-based evaluation of web data sources for a data warehouse.

Priyanka Bhutani, Anju Saha, Anjana Gosain

IET Softw., 2020

A new metric for class cohesion for object oriented software.

Anjana Gosain, Ganga Sharma

Int. Arab J. Inf. Technol., 2020

2019

Selection of materialized views using stochastic ranking based Backtracking Search Optimization Algorithm.

Anjana Gosain, Kavita Sachdeva

Int. J. Syst. Assur. Eng. Manag., 2019

Handling Constraints Using Penalty Functions in Materialized View Selection.

Anjana Gosain, Kavita Sachdeva

Int. J. Nat. Comput. Res., 2019

Measuring harmfulness of class imbalance by data complexity measures in oversampling methods.

Anjana Gosain, Anju Saha, Deepika Singh

Int. J. Intell. Eng. Informatics, 2019

Empirical investigation of dimension hierarchy sharing-based metrics for multidimensional schema understandability.

Anjana Gosain, Jaspreeti Singh

Int. J. Intell. Eng. Informatics, 2019

FF-SMOTE: A Metaheuristic Approach to Combat Class Imbalance in Binary Classification.

Prabhjot Kaur, Anjana Gosain

Appl. Artif. Intell., 2019

An Effective Hybrid Approach for Solving Prioritized Cube Selection Problem Using Particle Swarm Optimization and Tabu Search.

Anjana Gosain, Heena Madaan

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.

Anjana Gosain, Jaspreeti Singh

Innov. Syst. Softw. Eng., 2018

An intelligent undersampling technique based upon intuitionistic fuzzy sets to alleviate class imbalance problem of classification with noisy environment.

Prabhjot Kaur, Anjana Gosain

Int. J. Intell. Eng. Informatics, 2018

Efficient approach for view materialisation in a data warehouse by prioritising data cubes.

Anjana Gosain, Heena Madaan

IET Softw., 2018

2017

Quality metrics emphasizing dimension hierarchy sharing in multidimensional models for data warehouse: a theoretical and empirical evaluation.

Anjana Gosain, Jaspreeti Singh

Int. J. Syst. Assur. Eng. Manag., 2017

A dynamic size measure for object oriented software.

Anjana Gosain, Ganga Sharma

Int. J. Syst. Assur. Eng. Manag., 2017

Object-oriented dynamic complexity measures for software understandability.

Anjana Gosain, Ganga Sharma

Innov. Syst. Softw. Eng., 2017

Handling class imbalance problem using oversampling techniques: A review.

Anjana Gosain, Saanchi Sardana

Proceedings of the 2017 International Conference on Advances in Computing, 2017

2016

A novel requirements engineering approach for designing data warehouses.

Manoj Kumar, Anjana Gosain, Yogesh Singh

Int. J. Syst. Assur. Eng. Manag., 2016

Two Level Signature Based Authorization Model for Secure Data Warehouse.

Anjana Gosain, Amar Arora

Proceedings of the Security in Computing and Communications - 4th International Symposium, 2016

A Systematic Review on Materialized View Selection.

Anjana Gosain, Kavita Sachdeva

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.

Anjana Gosain, Rakhi Gupta

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.

Anjana Gosain, Suman Mann

Int. J. Syst. Assur. Eng. Manag., 2014

Empirical validation of structural metrics for predicting understandability of conceptual schemas for data warehouse.

Manoj Kumar, Anjana Gosain, Yogesh Singh

Int. J. Syst. Assur. Eng. Manag., 2014

Quality Metrics for Data Warehouse Multidimensional Models with Focus on Dimension Hierarchy Sharing.

Anjana Gosain, Jaspreeti Singh

Proceedings of the Advances in Intelligent Informatics, 2014

Conceptual Multidimensional Modeling for Data Warehouses: A Survey.

Anjana Gosain, Jaspreeti Singh

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.

Anjana Gosain, Ganga Sharma

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.

Sushama Nagpal, Anjana Gosain, Sangeeta Sabharwal

Int. J. Syst. Assur. Eng. Manag., 2013

Image segmentation of noisy digital images using extended fuzzy C-means clustering algorithm.

Prabhjot Kaur, A. K. Soni, Anjana Gosain

Int. J. Comput. Appl. Technol., 2013

Validating dimension hierarchy metrics for the understandability of multidimensional models for data warehouse.

Anjana Gosain, Sushama Nagpal, Sangeeta Sabharwal

IET Softw., 2013

Robust kernelized approach to clustering by incorporating new distance measure.

Prabhjot Kaur, A. K. Soni, Anjana Gosain

Eng. Appl. Artif. Intell., 2013

2012

A comprehensive study of view maintenance approaches in data warehousing evolution.

Hemant K. Jain, Anjana Gosain

ACM SIGSOFT Softw. Eng. Notes, 2012

Complexity metric for multidimensional models for data warehouse.

Sushama Nagpal, Anjana Gosain, Sangeeta Sabharwal

Proceedings of the CUBE International IT Conference & Exhibition, 2012

2011

DWEVOLVE: a requirement based framework for data warehouse evolution.

Garima Thakur, Anjana Gosain

ACM SIGSOFT Softw. Eng. Notes, 2011

Quality-oriented requirements engineering for a data warehouse.

Manoj Kumar, Anjana Gosain, Yogesh Singh

ACM SIGSOFT Softw. Eng. Notes, 2011

Quality metrics for conceptual models for data warehouse focusing on dimension hierarchies.

Anjana Gosain, Sushama Nagpal, Sangeeta Sabharwal

ACM SIGSOFT Softw. Eng. Notes, 2011

Assessment of quality of data warehouse multidimensional model.

Anjana Gosain, Sangeeta Sabharwal, Sushama Nagpal

Int. J. Inf. Qual., 2011

A robust method for image segmentation of noisy digital images.

Prabhjot Kaur, I. M. S. Lamba, Anjana Gosain

Proceedings of the FUZZ-IEEE 2011, 2011

Comparative Study on Data Warehouse Evolution Techniques.

Garima Thakur, Anjana Gosain

Proceedings of the Advances in Computing and Communications, 2011

2010

Stakeholders Driven Requirements Engineering Approach for Data Warehouse Development.

Manoj Kumar, Anjana Gosain, Yogesh Singh

J. Inf. Process. Syst., 2010

Analysis of Data Warehouse Quality Metrics Using LR.

Rolly Gupta, Anjana Gosain

Proceedings of the Information and Communication Technologies - International Conference, 2010

Validating Data Warehouse Quality Metrics Using PCA.

Rolly Gupta, Anjana Gosain

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.

Prabhjot Kaur, Anjana Gosain

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Agent oriented requirements engineering for a data warehouse.

Manoj Kumar, Anjana Gosain, Yogesh Singh

ACM SIGSOFT Softw. Eng. Notes, 2009

From Early Requirements to Late Requirements Modeling for a Data Warehouse.

Yogesh Singh, Anjana Gosain, Manoj Kumar

Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

Improving the performance of fuzzy clustering algorithms through outlier identification.

Prabhjot Kaur, Anjana Gosain

Proceedings of the FUZZ-IEEE 2009, 2009

2008

An approach to engineering the requirements of data warehouses.

Naveen Prakash, Anjana Gosain

Requir. Eng., 2008

Evaluation of Agent Oriented Requirements Engineering Frameworks.

Yogesh Singh, Anjana Gosain, Manoj Kumar

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.

Navneet Malhotra, Anjana Gosain

Proceedings of the International MultiConference of Engineers and Computer Scientists 2006, 2006

Better Quality of Decisions : Approaches to more Effective Analysis.

Navneet Malhotra, Anjana Gosain

Proceedings of the International MultiConference of Engineers and Computer Scientists 2006, 2006

2004

Informational Scenarios for Data Warehouse Requirements Elicitation.

Naveen Prakash, Yogesh Singh, Anjana Gosain

Proceedings of the Conceptual Modeling, 2004

2003

Requirements Driven Data Warehouse Development.

Naveen Prakash, Anjana Gosain

Proceedings of the 15th Conference on Advanced Information Systems Engineering (CAiSE '03), 2003