Browsing 4th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence by Issue Date
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Effects of Energy Price Rise on Investment: Firm Level Evidence from Indian Manufacturing Sector
(Indian Institute of Management, Ahmedabad, 2015)This paper analyses the effects of the rising prices of energy products on the investment of a large panel of manufacturing firms in India during 1993- 2013. The prime motivation behind this study is the absence of an ... -
Forecasting Techniques for Air Cargo Forecasting and Air Traffic Forecasting In Changing Economic Environment
(Indian Institute of Management, Ahmedabad, 2015)Research on forecasting techniques for air cargo forecasting and air traffic forecasting is extensive and includes many studies that have tested alternative methods in order to determine which ones are most effective. In ... -
Application of Analytical Hierarchy Process for Establishing Customer Relationship Complexity
(Indian Institute of Management, Ahmedabad, 2015)Financial services entities and other service organizations have a large number of customer relationships of varying scope and complexity. Customer service managers (CSMs) at the financial services entity are each tasked ... -
Exploring the Big Data Analytics imperative: Value creation versus Value capture
(Indian Institute of Management, Ahmedabad, 2015)Big data analytics has emerging as an excellent exemplar (for both as a tool and a technique) for managing processes and as a governance mechanisms which could harness insights from such voluminous data. This data when ... -
Analytics for Improving Talent Acquisition Processes
(Indian Institute of Management, Ahmedabad, 2015)Talent Acquisition (TA) is an important function within HR, responsible for recruiting high quality people for given job positions through various sources under stringent deadlines and cost constraints. Given the importance ... -
Study of Dimensions of Consumer Characteristics of Online tourism companies in India
(Indian Institute of Management, Ahmedabad, 2015)Analysing customer perceptions is an important requirement not only for offline stores, but for online stores as well. Study of customer perceptions helps the company in understanding the requirements and expectations of ... -
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 ... -
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 ... -
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 ... -
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 ... -
Price Discovery and Impact on Volatility: A Study of Indian Derivatives Market
(Indian Institute of Management, Ahmedabad, 2015) -
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 ... -
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’ ... -
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 ... -
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 ... -
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 ... -
Decisive Lending Rate Analytics for Rural Clntsie’ Clusters
(Indian Institute of Management, Ahmedabad, 2015)Indian banks are evolving with innovative methods in loan approval process, in order to retain their customers and to get rid of competition. Retail customers having good credit score are ready to bargain for less interest ... -
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 ... -
Understanding Big Data Analytics and its Application for Brands – An Exploratory Study
(Indian Institute of Management, Ahmedabad, 2015)