7 papers
Unique Metric for Health Analysis with Optimization of Clustering Activity and Cross Comparison of Results from Different Approach
Kumarjit Pathak, Jitin Kapila
In machine learning and data mining, Cluster analysis is one of the most widely used unsupervised learning technique. Philosophy of this algorithm is to find similar data items and…
Reinforcement Evolutionary Learning Method for self-learning
Kumarjit Pathak, Jitin Kapila
In statistical modelling the biggest threat is concept drift which makes the model gradually showing deteriorating performance over time. There are state of the art methodologies t…
Proactive Intervention to Downtrend Employee Attrition using Artificial Intelligence Techniques
Aasheesh Barvey, Jitin Kapila, Kumarjit Pathak
To predict the employee attrition beforehand and to enable management to take individualized preventive action. Using Ensemble classification modeling techniques and Linear Regress…
Personalized Influence Estimation Technique
Kumarjit Pathak, Jitin Kapila, Aasheesh Barvey
Customer Satisfaction is the most important factors in the industry irrespective of domain. Key Driver Analysis is a common practice in data science to help the business to evaluat…
Futuristic Classification with Dynamic Reference Frame Strategy
Kumarjit Pathak, Jitin Kapila, Aasheesh Barvey
Classification is one of the widely used analytical techniques in data science domain across different business to associate a pattern which contribute to the occurrence of certain…
Incremental Learning Framework Using Cloud Computing
Kumarjit Pathak, Prabhukiran G, Jitin Kapila +1
High volume of data, perceived as either challenge or opportunity. Deep learning architecture demands high volume of data to effectively back propagate and train the weights withou…