4th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence: Recent submissions
Now showing items 41-60 of 70
-
Vendor Managed Inventory (VMI) Practice: Some Insight Through Fresh Pilot Exploration From Indian Industries
(Indian Institute of Management, Ahmedabad, 2015)India is now-a-days considered as a fast developing country and earning the fruits of liberalization. Vendor-Managed Inventory (VMI) is a family of business models in which buyer of a product provides certain information ... -
Efficiency and Performance of Manufacturing Sector in India: An Application of Data Envelopment Analysis
(Indian Institute of Management, Ahmedabad, 2015)To compete in this globalized world, productivity of manufacturing sector is crucial factor. The significance of productivity in increasing national welfare is now universally recognized. In every county, industry or ... -
Forecasting Daily Transactions Volume for Financial Planning and Budgeting
(Indian Institute of Management, Ahmedabad, 2015)Appropriate transactions volume prediction is very crucial for making different Strategic and Tactical decisions at various management levels in any field. This paper analyzes the possible reasons behind daily transaction ... -
Optimizing Merchant Discount Rate (MDR) or one of the Largest Merchant Acquirers in South America
(Indian Institute of Management, Ahmedabad, 2015)Merchant Acquirers (‘MA’) play the essential role of accepting/ capturing, processing and settling the payments made through cards (credit, debit, etc.) for purchases made at merchants/retailers. This MA had a client ... -
Socioeconomic Implications of Wind Energy – A Perspective from Gujarat
(Indian Institute of Management, Ahmedabad, 2015)India possesses an abundant reserve of renewable sources of energy. These renewable energy sources may not limit to wind, solar, hydro and bio-mass. In order to harness energy from such renewable sources, a lot of policies ... -
Retail Credit Risk Model Validation: Performance and Stability Aspects
(Indian Institute of Management, Ahmedabad, 2015)Like a model without sufficient validation may only be a hypothesis (Stein 2002), a hypothesis without reason may just be an intuition. With the growing competition for acquisition of new and retention of existing retail ... -
Measuring Relative Impact of KPIs – A Game Theory Approach
(Indian Institute of Management, Ahmedabad, 2015)Customer satisfaction (CSAT) and Net Promoters Score (NPS) are related to key measures of future financial performance for firms. The ability to find key drivers for CSAT & NPS is an important step in any organizations’ ... -
Understanding Big Data Analytics and its Application for Brands – An Exploratory Study
(Indian Institute of Management, Ahmedabad, 2015) -
Effect of Macro-Economic Factors on Demand for Two-Wheelers in India
(Indian Institute of Management, Ahmedabad, 2015)The traditional approach for forecasting sales demand in the two-wheeler industry in India primarily relies on naïve models with some overlay of judgmental forecasting methods. The empirical data on sales for the last 30 ... -
Algorithm for Modular-Capacitated Multi-Period Plant Location Problem with capacity closure constraint
(Indian Institute of Management, Ahmedabad, 2015)Selection of location for manufacturing plants is a strategic decision for an organization. Shifts in customer demand during the plant’s lifespan can alter the attractiveness of a particular location, turning an optimal ... -
Statistical Modeling Approach Using Unstructured Data
(Indian Institute of Management, Ahmedabad, 2015)This paper aims at finding the key factors that drive the average star ratings at e-commerce site for any product. The text reviews provided by customers on the websites are analyzed. The customer sentiments scores are ... -
Behavioural Analytics in Telecom
(Indian Institute of Management, Ahmedabad, 2015) -
Determinants of India’s Food Grain Production: Evidence from Quantile Autoregressive Distributed Lag Model
(Indian Institute of Management, Ahmedabad, 2015)This study intends to identify the determinants of food grain production in India by employing Quantile Autoregressive Distributed Lag model of Cho et al. (2014). QARDL modelling approach simultaneously captures both the ... -
Pre-Opening Call Auction of Stock Price Discovery using Multivariate Lognormal Montecarlo Simulation
(Indian Institute of Management, Ahmedabad, 2015)Market microstructure design and testing of efficient market hypotheses have been of long interest in security research. Market microstructure discussions also include the impact of call auctions in price discovery and ... -
Process Mining of Suture Manufacturing Firms with DMAIC
(Indian Institute of Management, Ahmedabad, 2015) -
Predicting Risk of Diabetes in Non-Diabetic Population
(Indian Institute of Management, Ahmedabad, 2015)Diabetes Mellitus is a chronic debilitating disease affecting a major population of the developed and developing countries. The occurrence of type 2 diabetes mellitus (T2DM) is rising rapidly among middle-aged American ... -
Predicting Policy Renewal Probability in Auto Insurance Sector
(Indian Institute of Management, Ahmedabad, 2015)We are entering a new phase of the information era, in which organizations query and analyze huge volumes of diverse data in real-time to improve outcomes for their most critical business processes. In today’s competitive ... -
Predicting risk of Rejection in Non-Submitted claims
(Indian Institute of Management, Ahmedabad, 2015)A 2011 study by the U.S. Government Accountability Office found that claim denial rates vary significantly among states and health insurers. Of the small number of states tracking such information, denials ranged between ... -
Corporate Bond Yield Approximation Using Piece Wise cubic Spine And Residuals Estimation With Liquidity Factors
(Indian Institute of Management, Ahmedabad, 2015)Corporate bond yields are not easy to approximate on account of their limited trading frequency and irregularity in issuance. The corporate bond market in India demonstrates poor investor participation. The purpose of this ... -
Recognizing trust in natural language in Amazon's online reviews
(Indian Institute of Management, Ahmedabad, 2015)The goal of this project is to build a system which could extract and classify ethotic statements (ethos relates to trustworthiness, credibility and reliability of seller) about Amazon’s service from a corpus of Amazon’s ...