Anjana Gosain

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 35

Top Topics

Object Oriented

Materialized View Selection

Class Imbalance

Imbalanced Data

Top Venues

Int. J. Syst. Assur. Eng. Manag.

J. Intell. Fuzzy Syst.

Publications

Jyoti, Jaspreeti Singh, Anjana Gosain
LIKFCM: Linear interpolation-based kernelized fuzzy C-means clustering imputation method for handling incomplete data. J. Intell. Fuzzy Syst. 46 (2) (2024)
Pooja Tyagi, Jaspreeti Singh, Anjana Gosain
Comprehensive empirical investigation for prioritizing the pipeline of using feature selection and data resampling techniques. J. Intell. Fuzzy Syst. 46 (3) (2024)
Ritika Kumari, Jaspreeti Singh, Anjana Gosain
B-HPD: Bagging-based hybrid approach for the early diagnosis of Parkinson's disease. Intell. Decis. Technol. 18 (2) (2024)
Sonika Dahiya, Anjana Gosain
A novel type-II intuitionistic fuzzy clustering algorithm for mammograms segmentation. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Ritika Kumari, Jaspreeti Singh, Anjana Gosain
Empirical Review of Oversampling Methods to Handle the Class Imbalance Problem. FICTA (1) (2023)
Ritika Kumari, Jaspreeti Singh, Anjana Gosain
SmS: SMOTE-stacked hybrid model for diagnosis of polycystic ovary syndrome using feature selection method. Expert Syst. Appl. 225 (2023)
Ritika Kumari, Jaspreeti Singh, Anjana Gosain
Impact of class imbalance ratio on ensemble methods for imbalance problem: A new perspective. J. Intell. Fuzzy Syst. 45 (6) (2023)
Heena Madaan, Anjana Gosain
Prioritized dynamic cube selection in data warehouse. Multim. Tools Appl. 82 (6) (2023)
Heena Madaan, Anjana Gosain
Evolutionary Optimization for Prioritized Materialized View Selection: An Exploratory Analysis. Int. J. Inf. Retr. Res. 12 (3) (2022)
Kavita Sachdeva, Anjana Gosain
Materialized view selection applying differential evolution algorithm combined with ensembled constraint handling techniques. Multim. Tools Appl. 80 (21) (2021)
Deepika Singh, Anju Saha, Anjana Gosain
based hybrid pre-processing algorithm for class imbalanced dataset. J. Intell. Fuzzy Syst. 41 (2) (2021)
Anjana Gosain, Sonika Dahiya
An effective fuzzy clustering algorithm with outlier identification feature. J. Intell. Fuzzy Syst. 41 (1) (2021)
Priyanka Bhutani, Anju Saha, Anjana Gosain
: a novel approach for quality-based evaluation of web data sources for a data warehouse. IET Softw. 14 (7) (2020)
Deepika Singh, Anjana Gosain, Anju Saha
Weighted k-nearest neighbor based data complexity metrics for imbalanced datasets. Stat. Anal. Data Min. 13 (4) (2020)
Anjana Gosain, Sonika Dahiya
A New Robust Fuzzy Clustering Approach: DBKIFCM. Neural Process. Lett. 52 (3) (2020)
Anjana Gosain, Ganga Sharma
A new metric for class cohesion for object oriented software. Int. Arab J. Inf. Technol. 17 (3) (2020)
Anjana Gosain, Jaspreeti Singh
Comprehensive complexity metric for data warehouse multidimensional model understandability. IET Softw. 14 (3) (2020)
Prabhjot Kaur, Anjana Gosain
Robust hybrid data-level sampling approach to handle imbalanced data during classification. Soft Comput. 24 (20) (2020)
Anjana Gosain, Anju Saha, Deepika Singh
Measuring harmfulness of class imbalance by data complexity measures in oversampling methods. Int. J. Intell. Eng. Informatics 7 (2/3) (2019)
Anjana Gosain, Kavita Sachdeva
Handling Constraints Using Penalty Functions in Materialized View Selection. Int. J. Nat. Comput. Res. 8 (2) (2019)
Anjana Gosain, Kavita Sachdeva
Selection of materialized views using stochastic ranking based Backtracking Search Optimization Algorithm. Int. J. Syst. Assur. Eng. Manag. 10 (4) (2019)
Anjana Gosain, Heena Madaan
An Effective Hybrid Approach for Solving Prioritized Cube Selection Problem Using Particle Swarm Optimization and Tabu Search. ICACIE (1) (2019)
Prabhjot Kaur, Anjana Gosain
FF-SMOTE: A Metaheuristic Approach to Combat Class Imbalance in Binary Classification. Appl. Artif. Intell. 33 (5) (2019)
Anjana Gosain, Jaspreeti Singh
Empirical investigation of dimension hierarchy sharing-based metrics for multidimensional schema understandability. Int. J. Intell. Eng. Informatics 7 (2/3) (2019)
Prabhjot Kaur, Anjana Gosain
An intelligent undersampling technique based upon intuitionistic fuzzy sets to alleviate class imbalance problem of classification with noisy environment. Int. J. Intell. Eng. Informatics 6 (5) (2018)
Anjana Gosain, Jaspreeti Singh
Investigating structural metrics for understandability prediction of data warehouse multidimensional schemas using machine learning techniques. Innov. Syst. Softw. Eng. 14 (1) (2018)
Anjana Gosain, Heena Madaan
Efficient approach for view materialisation in a data warehouse by prioritising data cubes. IET Softw. 12 (6) (2018)
Anjana Gosain, Ganga Sharma
Object-oriented dynamic complexity measures for software understandability. Innov. Syst. Softw. Eng. 13 (2-3) (2017)
Anjana Gosain, Jaspreeti Singh
Quality metrics emphasizing dimension hierarchy sharing in multidimensional models for data warehouse: a theoretical and empirical evaluation. Int. J. Syst. Assur. Eng. Manag. 8 (2s) (2017)
Anjana Gosain, Saanchi Sardana
Handling class imbalance problem using oversampling techniques: A review. ICACCI (2017)
Anjana Gosain, Ganga Sharma
A dynamic size measure for object oriented software. Int. J. Syst. Assur. Eng. Manag. 8 (2s) (2017)
Manoj Kumar, Anjana Gosain, Yogesh Singh
A novel requirements engineering approach for designing data warehouses. Int. J. Syst. Assur. Eng. Manag. 7 (1s) (2016)
Anjana Gosain, Kavita Sachdeva
A Systematic Review on Materialized View Selection. FICTA (1) (2016)
Anjana Gosain, Amar Arora
Two Level Signature Based Authorization Model for Secure Data Warehouse. SSCC (2016)
Anjana Gosain, Rakhi Gupta
Theoretical Validation of Object-Oriented Metrics for Data Warehouse Multidimensional Model. FICTA (1) (2016)
Manoj Kumar, Anjana Gosain, Yogesh Singh
Empirical validation of structural metrics for predicting understandability of conceptual schemas for data warehouse. Int. J. Syst. Assur. Eng. Manag. 5 (3) (2014)
Anjana Gosain, Suman Mann
Empirical validation of metrics for object oriented multidimensional model for data warehouse. Int. J. Syst. Assur. Eng. Manag. 5 (3) (2014)
Anjana Gosain, Ganga Sharma
A Survey of Dynamic Program Analysis Techniques and Tools. FICTA (1) (2014)
Anjana Gosain, Jaspreeti Singh
Conceptual Multidimensional Modeling for Data Warehouses: A Survey. FICTA (1) (2014)
Anjana Gosain, Jaspreeti Singh
Quality Metrics for Data Warehouse Multidimensional Models with Focus on Dimension Hierarchy Sharing. ISI (1) (2014)
Prabhjot Kaur, A. K. Soni, Anjana Gosain
Image segmentation of noisy digital images using extended fuzzy C-means clustering algorithm. Int. J. Comput. Appl. Technol. 47 (2/3) (2013)
Prabhjot Kaur, A. K. Soni, Anjana Gosain
Robust kernelized approach to clustering by incorporating new distance measure. Eng. Appl. Artif. Intell. 26 (2) (2013)
Sushama Nagpal, Anjana Gosain, Sangeeta Sabharwal
Theoretical and empirical validation of comprehensive complexity metric for multidimensional models for data warehouse. Int. J. Syst. Assur. Eng. Manag. 4 (2) (2013)
Anjana Gosain, Sushama Nagpal, Sangeeta Sabharwal
Validating dimension hierarchy metrics for the understandability of multidimensional models for data warehouse. IET Softw. 7 (2) (2013)
Sushama Nagpal, Anjana Gosain, Sangeeta Sabharwal
Complexity metric for multidimensional models for data warehouse. CUBE (2012)
Hemant K. Jain, Anjana Gosain
A comprehensive study of view maintenance approaches in data warehousing evolution. ACM SIGSOFT Softw. Eng. Notes 37 (5) (2012)
Anjana Gosain, Sangeeta Sabharwal, Sushama Nagpal
Assessment of quality of data warehouse multidimensional model. Int. J. Inf. Qual. 2 (4) (2011)
Garima Thakur, Anjana Gosain
Comparative Study on Data Warehouse Evolution Techniques. ACC (1) (2011)
Anjana Gosain, Sushama Nagpal, Sangeeta Sabharwal
Quality metrics for conceptual models for data warehouse focusing on dimension hierarchies. ACM SIGSOFT Softw. Eng. Notes 36 (4) (2011)
Garima Thakur, Anjana Gosain
DWEVOLVE: a requirement based framework for data warehouse evolution. ACM SIGSOFT Softw. Eng. Notes 36 (6) (2011)
Prabhjot Kaur, I. M. S. Lamba, Anjana Gosain
A robust method for image segmentation of noisy digital images. FUZZ-IEEE (2011)
Manoj Kumar, Anjana Gosain, Yogesh Singh
Quality-oriented requirements engineering for a data warehouse. ACM SIGSOFT Softw. Eng. Notes 36 (5) (2011)
Prabhjot Kaur, Anjana Gosain
Density-oriented approach to identify outliers and get noiseless clusters in Fuzzy C - Means. FUZZ-IEEE (2010)
Rolly Gupta, Anjana Gosain
Analysis of Data Warehouse Quality Metrics Using LR. ICT (2010)
Manoj Kumar, Anjana Gosain, Yogesh Singh
Stakeholders Driven Requirements Engineering Approach for Data Warehouse Development. J. Inf. Process. Syst. 6 (3) (2010)
Rolly Gupta, Anjana Gosain
Validating Data Warehouse Quality Metrics Using PCA. ICDEM (2010)
Yogesh Singh, Anjana Gosain, Manoj Kumar
From Early Requirements to Late Requirements Modeling for a Data Warehouse. NCM (2009)
Manoj Kumar, Anjana Gosain, Yogesh Singh
Agent oriented requirements engineering for a data warehouse. ACM SIGSOFT Softw. Eng. Notes 34 (5) (2009)
Prabhjot Kaur, Anjana Gosain
Improving the performance of fuzzy clustering algorithms through outlier identification. FUZZ-IEEE (2009)
Yogesh Singh, Anjana Gosain, Manoj Kumar
Evaluation of Agent Oriented Requirements Engineering Frameworks. CSSE (2) (2008)
Naveen Prakash, Anjana Gosain
An approach to engineering the requirements of data warehouses. Requir. Eng. 13 (1) (2008)
Navneet Malhotra, Anjana Gosain
Better Quality of Decisions : Approaches to more Effective Analysis. IMECS (2006)
Navneet Malhotra, Anjana Gosain
Analyzing Factors Influencing Quality of Decisions- An Approach for Data Warehouse Development. IMECS (2006)
Naveen Prakash, Yogesh Singh, Anjana Gosain
Informational Scenarios for Data Warehouse Requirements Elicitation. ER (2004)
Naveen Prakash, Anjana Gosain
Requirements Driven Data Warehouse Development. CAiSE Short Paper Proceedings (2003)