| Editor | : | Muthu Mathirajan & U Dinesh Kumar |
| © Year | : | 2016 |
| ISBN | : | 9789385909542 |
| Pages | : | 1994 |
| Binding | : | e-book |
| Dimension | : | 18cm X 24cm |
| Weight | : | 0.00 kg |
| Price | : | 450.00 |
Business Analytics and Intelligence: A Compendium includes articles on advanced data analysis, business analytics, big data and business intelligence for distinguished academicians, practitioners and researchers from academia and industry. It highlights emerging concepts and potential applications in descriptive, predictive and prescriptive analytics fields. The 216 articles presented in the proceedings are from over 425 contributors from academics and industry.
| 1 | Analysis of Political Leanings of News Organizations in India |
| 2 | Application of Big Data in Intelligent Transportation System by using Modified Kruskal's Algorithm |
| 3 | Does Artificial Neural Network perform Better than Traditional Financial Forecasting Models? An Empirical Evidence |
| 4 | Stochastic Optimization of Waste Collection Network for Belagavi City |
| 5 | An Investigation on Existence of Functional Dependency Between Internal Rate of Return (IRR) and Net Present Value (NPV): A Theoretical Framework in Pure Mathematics |
| 6 | A New Univariate Max Policy of Recruitment in a Two Graded Manpower System with Different Epochs for Decisions and Exits |
| 7 | Parametric Assessment of Issues of GSCM System Using Graph Theory based Preference Rating Approach |
| 8 | Development of a Framework for Evaluation of SSCM Strategies in Thermal Power Sectors |
| 9 | Mining Online Customer Reviews to Analyse Service Quality of Hotels |
| 10 | Replenishment decision of a retailer under price-inventory-and dynamic rebate induced demand |
| 11 | Retail Analytics Modelling for Understanding Impact of Technology in Retail Stores Operations Using System Dynamics |
| 12 | Ranking of Scheduling Rules Using Grey Relational Analysis for a Dynamic Job Shop With Sequence Dependent Setup Time |
| 13 | Classification of Cardiac diseases using Hybrid Support Vector Machine |
| 14 | Analysis of the Influence Relationship Models in an Equity Network: A Case of Indian Equity Market |
| 15 | A Multi-Attribute Brand Selection Model Using Topsis Decision Method With Objective Weights |
| 16 | Scheduling a Multi-Objective Flow Shop with Sequence Dependent Setup Time Using Hybrid Genetic Algorithm and Non-Dominated Sorting Genetic Algorithm |
| 17 | An Exploratory Analysis of Airline Passenger Reviews using Big Data Machine Learning Techniques |
| 18 | MapReduce based Gene Selection with Parallel Binary Flower Pollination Algorithm in Cancer Classification |
| 19 | Predicting the Chances of Offering Scholarship to Students |
| 20 | Understanding and Forecasting Stock Market Volatility through Wavelet Decomposition, Statistical Learning and Econometric Methods |
| 21 | Weighted Mean Nawaz Enscore Ham Heuristic Algorithm for Bi-Criterion Permutation Flow Shop Scheduling Problem |
| 22 | How to Improve Mobile Apps Quality using App Store Feedback |
| 23 | Estimating the Predictive Performance Analysis of Medical Data Using Weight Based Decision Trees |
| 24 | On the Minimum Number of Overs for Twenty20 Cricket |
| 25 | "Impact of Hard and Soft Factors of TQM on Performance in Cellular Mobile Telecom Services" — A Case Study in BSNL |
| 26 | Manufacturing Cell Formation Using Sheep Flocks Heredity Algorithm |
| 27 | Improvement on Lean Performance Metrics in an Indian Cluster Manufacturing Organization- A Case Study |
| 28 | Corporate Risk Management, Firms' Characteristics and Shareholders' Value Creation |
| 29 | Development of SME Credit Rating Model-based tool using Data mining techniques |
| 30 | Analytics to Optimize the Operational Efficiency of Blood Supply Chain |
| 31 | Bread (Big Data Retail Analysis and Product Distribution) Model for Sales Prediction |
| 32 | Impact of Social Context on Online Shopping Behaviour |
| 33 | Using Simulation for Predictive and Prescriptive Analytics |
| 34 | "Employee Retention/Life Time Value- Application of Survival Model" |
| 35 | A Mixed Integer Programming Model in Transporting the Urban Solid Waste from Apartment Blocks |
| 36 | Part Quality Improvement in Injection Moulding Process Using Design of Experiments |
| 37 | Predictive Analytics Using System Dynamics Models for Manpower Planning in an Organization- A Case Study |
| 38 | Forecasting Foreign Institutional Investors (FII) Investment Flows in India: An Auto-regressive Model |
| 39 | Optimisation of Electronic Design Automation (EDA) License Capacity through Queuing Analysis |
| 40 | Decision Support System for Monitoring and Following Up of the Sales Leads Getting Converted into Orders |
| 41 | A new Genetic Perturbation Operator for GA Based optimization among Active Schedules in Resource Constrained Project Scheduling problems |
| 42 | Factors Affecting Enrollment and Drop-Out Numbers in Primary and Secondary Education in India - A Study on DISE Database |
| 43 | A Workflow-based Approach for Open Government Datasets Processing - Case Study of Indian Government Datasets for Travel Applications |
| 44 | Clustering Concepts using Homology Theory of Algebra |
| 45 | Insurance Risk Scoring |
| 46 | Predictive model for Movie's success and sentiment analysis |
| 47 | Herding Behaviour and Contagion Effect: Application of Multivariate Dynamic Conditional Correlation GARCH Model |
| 48 | Effectiveness of AR (p) Forecasting tool in Cracking the Bullwhip Effect in a Multi-location Supply Chain Network |
| 49 | Time Up! Predictive Models for Project Team Member Release |
| 50 | Application of Machine Learning to Predict Outcome of US Court of Appeals |
| 51 | Hedging with Stock Futures Contract in India: A Wavelet Analysis |
| 52 | Predictive Analytics Using R for Forecasting Automobile Sales with a Specific Focus on Four Wheelers |
| 53 | Applying Graph Theory Matrix Approach Method to Identify the Major Influencing Factor for Customer Preferences in Construction Industry |
| 54 | A New Predictive Framework for Collaborative Filtering Using True Neighbors: An Algorithmic Approach |
| 55 | Heuristic based Transportation Planning for a Food Grain Supply Chain |
| 56 | Modelling and Analysis of a Multi-Product Multi-Period Fixed Charge Transportation Problem |
| 57 | A Multi-server Parallel System with Pure Space Sharing and Markovian Arrivals - A Simulation Approach |
| 58 | Internet of Things (IOT): Predictive Maintenance using Sensor based Big Data |
| 59 | Robust Approach to Unequal Area Dynamic Facility Layout Problems with Flexible Bay Structure |
| 60 | Optimizing Cross Selling Strategy in B2B Market: A Case Study with Hewlett Packard Enterprise |
| 61 | Comparing Accuracy of Models Built on Sub-population vs. Entire Population |
| 62 | Fraud Analytics: Fraud detection of Tax Refund using Advance Analytics in India |
| 63 | A Scale to Cluster Consumers' Attitude Towards Organic Food |
| 64 | Study of Foreign Direct Investment and Its Impact on Indian Economy |
| 65 | Healthcare Relational Coordination: A Review on Parameter Selection |
| 66 | Specialization and Syndication as Risk Management Strategies for Venture Capital Firms in India |
| 67 | Development of a Robust Predictive System for Assessment of Phishing Websites using Hybrid Random Forest and Neural Network Model |
| 68 | Development of Probability Density Functions for Commodity Ship Arrivals Served at Port Berths Handling Multiple Commodities |
| 69 | Evaluating Appropriate Artificial Neural Network Model for Forecasting Foreign Exchange |
| 70 | Smart Meter Data Analytics |
| 71 | An Efficient System for Stock Price Direction Prediction |
| 72 | Education Loan defaults: Application of Linear and Non-linear Quantitative Models |
| 73 | WDF Model (Workforce Demand Forecasting) |
| 74 | Analytical Evaluation of Relation between Alignment and Performance in Service Triads - Two Differing Contexts |
| 75 | Application of Analytics to Predict and Estimate Distribution Losses in Water Supply Networks |
| 76 | Simulating Stock Prices using Block Bootstrap for Long Run Performance Evaluation |
| 77 | Predictive Analysis of Music Preferences of Indian Customers Based on their Personality: A Mixed Method Approach |
| 78 | Uncovering The Influence of Big-Data on Individual's Well-Being |
| 79 | Improving Operational Efficiency in Cloud/Non Cloud Provider Environments: A Proactive Analytical Approach in Incident Management |
| 80 | Title: Integrated Supplier Evaluation Model for Selection of Services Provider |
| 81 | Forecasting Gold Prices: Comparison of ARIMA and Hybrid ARIMA GARCH Model |
| 82 | Optimal Sentiment Analysis using Multiple Sequence Alignment in a High Performance Computing Environment |
| 83 | Real Time News Analytics for Identifying Events of Interest |
| 84 | Channel Partner Analytics |
| 85 | A Clustering - Prediction Model for Real Time Tracking of Vehicles - A Case Study of Tracking BMTC Buses using NIMBUS |
| 86 | Decomposition of Time Series Data to Check Consistency between Fund Style and Actual Fund Composition of Mutual Funds |
| 87 | Predicting the Possibility of an Adverse Drug Reaction (ADR) |
| 88 | Continuous Approximation Model for Supply Chain Network |
| 89 | Customer Attrition Analytics: The Case of a Recruitment Service Provider |
| 90 | Content Analysis of Sportainment Events to infer Business Analytics |
| 91 | Predictive Modeling Analysis - Tropical Cyclones and El Niño/La Niña Relationship in India |
| 92 | Failure Mode and Effect Analysis in Health Care Sector |
| 93 | Optimal Procurement Policy for New Products with Initial Inspection under Fuzzy Environment |
| 94 | Routing/Assignment of Customer Cases using Data Science/Machine Learning techniques |
| 95 | Intelligent Assistant for Problem Isolation/ Resolution of Customer Cases |
| 96 | Predictive Escalation of Customer Cases using Sentiment Analysis and Customer/Case parameters |
| 97 | Indentifying Critical Factors Influencing Timeshare Purchases in India |
| 98 | Using PLS Regression to Forecast Steel Prices |
| 99 | "Marketing Campaign Performance Analysis and Impact on Marketing Activities& ROI Using Qualitative Data Analysis" |
| 100 | Forecasting Dealer Vehicle Sales in the Presence of Excess Zeros |
| 101 | Multi-Depot Green Vehicle Routing Problem with Simultaneous Pick up and Deliveries |
| 102 | Customer Analytics for Insurers |
| 103 | Intent based Clustering using Time Series Clustering and Fuzzy String Matching |
| 104 | Sentiment Analysis of Earnings Transcript (SAET) |
| 105 | Vendor Appraisal and Rewarding System |
| 106 | Operating Performance and Profitability Analysis: A Study of Indian Commercial Banks |
| 107 | An Empirical Study on Adoption of Mobile Payment Services in Bangalore Urban |
| 108 | Optimal Solution for Financial Planning of the Garbage Disposal Plant Using Goal Programming |
| 109 | A Hybrid Discrete Artificial Bee Colony Algorithm for Flow Shop Scheduling Problem with Sequence Dependent Setup Time |
| 110 | TIEx- A Tool for Extracting Structured and Semantic Information from Text Document |
| 111 | Analysis of Customer Experiences in Budget Hotels of India |
| 112 | Increasing Spend Efficiency through Media vehicle Optimization using Linear Programming |
| 113 | Comparative Garch Modelling for Global Socially Reliable Indices |
| 114 | Classification in Medical Data using Type 2 Fuzzy Logic System with Adaptive Swallow Swarm Optimization |
| 115 | Application of Data Mining Techniques in E-Commerce for Merchant Fraud Detection in India |
| 116 | Efficient Predictive Model for the Attainment of Learning Objectives using Statistical Techniques |
| 117 | Test Preparation Phase Optimization using Unsupervised Learning |
| 118 | An Adaptive Mapreduce based Apriori Algorithm for Frequent Itemset Mining |
| 119 | A Cognitive Study on Data Visualization |
| 120 | Increasing Customers' Wallet Share for an Indian Retail Chain | A Case Study |
| 121 | Automating Documentation Processfor New Client Onboarding using Natural Language Processing |
| 122 | Application of Latent Class Analysis in Insurance Industry |
| 123 | On Extracting Features from Asynchronous Multivariate Data Streams |
| 124 | Food Grain Storage, Movement and Public Distribution: Warehousing Selection & Route Optimization |
| 125 | Product-Bundle Pricing Analytics: An Integrated Approach Through Text Analytics and Genetic Algorithm |
| 126 | Analyze Various Datamining Clustering Algorithms for Pharmacy Dataset |
| 127 | A Hybrid Predictive Model using Feed Forward Neural Network with Swarm Intelligence Techniques in Medical Data |
| 128 | Enterprise Customer Cross Sell Prediction Using Apache Spark Machine Learning Library (MLlib) |
| 129 | Game Theoretical Approach for RSU Access with Minimum Payoff in VANET |
| 130 | e-CRM: Maximum Customer Satisfaction Technique in Life Insurance Sector |
| 131 | Corporate Frauds-Through Financial Misreporting- An Analysis of Firms Listed in the Bombay Stock Exchange |
| 132 | Trend in FDI Inflow and Current Account Balance: An Analysis of var with Indian Data |
| 133 | An Efficient Algorithm for Associative Classification using Interestingness Measures |
| 134 | Leveraging Open Source Technology to Build Business Dashboards with Minimal Investment to Achieve Maximum Throughput |
| 135 | A Neuro-Fuzzy Decision Tree algorithm using C 4.5 |
| 136 | Crime Analysis Using Big Data Analytics |
| 137 | Vehicle Routing Optimization for Bangalore Waste Management |
| 138 | House Pricing, The Machine Learning Approach |
| 139 | Application of Text Analysis | Performance Management |
| 140 | The Impact of Marketing Mix Strategy on Performance of Self Help Groups |
| 141 | Digital Signature based Real Estate Transactions using Blockchain Technology |
| 142 | Privacy Preservation of Sensitive Itemsets Using Parallelized Heuristics Based Approach |
| 143 | Optimal Pricing of Used Cars |
| 144 | A New Approach for Splitting Datasets Implemented using Map Reducebased Fuzzy C-Means Clustering |
| 145 | Application of Random Forests Algorithm in Apparel Industry for Demand Forecasting |
| 146 | Conceptual Framework to Develop Retail Related Analytics to Minimize Shrink |
| 147 | Modelling and Analysis of Fleet Assignment Problem in Airline Industry |
| 148 | Customer Complaints Analytics |
| 149 | Fault Detection Engine in Intelligent Predictive Analytics Platform for DCIM |
| 150 | Markov Chain Method of Forecasting Acceptance of New Technologies |
| 151 | A Stochastic time dependent modeling of Customer Equity |
| 152 | Benchmarking Maintenance Management Performance in Dairy Industry |
| 153 | Service Churn Model for Medium and Heavy Commercial Vehicles (MHCV) 165 |
| 154 | A Simple Forecast Analytics of Future Greenhouse Gas Emissions for British Columbia and Tamil Nadu |
| 155 | Factors that Influence K-12 Education in India |
| 156 | Amalgamated Analytics Workbench-Enabling an Omni Channel Approach in Discovering Customer Journeys |
| 157 | People Analytics to Enhance Project Management Effectiveness and Efficiency |
| 158 | A Novel Genetic Algorithm Model for Profit Prediction with Time Series Analysis |
| 159 | A Multi Criteria Decision Tool for Selection of a Big Data Analytics Platform |
| 160 | Method to improve Forecasting Accuracy by using Events |
| 161 | Supplier Risk Score and Sourcing Optimization |
| 162 | Can Data Analytics uncoil National Management Admission Test Score?-An Empirical Approach from India |
| 163 | Reserve Estimation in Non-Life Insurance Under Solvency II Regime |
| 164 | Planning for an Uncertain Energy Future: Robust Optimisation of Energy Systems for a Capacity Expansion Problem |
| 165 | Price Discovery and Volatility Spillovers in Spot and Futures Commodity Market in India-A Comparison |
| 166 | Use of Prescriptive Analytics to efficiently address a realistic Lot Sizing and Scheduling Problem |
| 167 | Prediction of Telecom Technology Churn using Survey Based Hidden Markov Modelling |
| 168 | G_SIM: A Group Similarity Based Clustering Procedure for a Cell Formation Problem |
| 169 | Simulation Model for Firm Value Analysis- A Case Study |
| 170 | Tapping Predictive Analytics for Smart Hiring |
| 171 | Triplets From Sentence for Concept Extraction |
| 172 | Analyzing Customer Sentiments and Service Quality Gaps in it Service Settings |
| 173 | Risk Assessment and Survival Analysis for Startup Vendors |
| 174 | Analyzing Ancillary Purchase Patterns in Airline Customers through Analogous Approach of Topic Models |
| 175 | A Pilot Recommender System using K-means Clustering |
| 176 | Business Scorecards and Dashboards in the Context of Healthcare Provision |
| 177 | Logistics Network Optimization to Arrive at Least Cost Solution for Automobile Manufacturers |
| 178 | Portfolio of Innovation Index for the Knowledge-based Economy: A Dashboard for Competitiveness |
| 179 | Environmentally Conscious Optimization of Closed Loop Supply Chain Network with Vehicle Routing using Genetic Algorithm |
| 180 | Enhancing Customer Value through Technical Support Operational Excellence Business Scorecards Visualization |
| 181 | How Internet of Things can Enhance Customer Engagement and Generate Insights for Analytics and Research |
| 182 | 360º storytelling of Maggi Controversy (Social Media Analytics) |
| 183 | Modelling and Optimization of manufacturing/Remanufacturing Systems with Applications to the Printer Cartridge Industry using Heuristics |
| 184 | Determining the Focus of University Technology Innovations: Insights from Patent Analysis |
| 185 | T-Miner: A Tool for Text Mining and Sentiment Analysis |
| 186 | Sales Pipeline Acceleration using Predictive Analytics in Big Data Environment |
| 187 | Digital Analytics Veracity Deliver ';Verified' Actionable Insights through Digital Pillars |
| 188 | Streaming Analytics using Smart Meter Data |
| 189 | Predicting ATM Failure from Logs: A Machine Learning Approach |
| 190 | A Hybrid Approach using Synthetic Minority Over Sampling and Unsupervised Methods for Classifying Imbalanced Data Sets |
| 191 | Recent Trends in Data Science of doing Customer Segmentation based on Supervised Ensemble Machine Learnings -Key Challenges for Industrialization |
| 192 | Reducing Pressure in Emergency Departments through Information Transparency and Real-Time Data: A Case Study from Torbay and South Devon |
| 193 | Prediction using Functional Data Analysis with Application to Booking Curves |
| 194 | Single Unreliable Server Retrial Queue with Second Optional Service under K Types of Bernoulli Vacation |
| 195 | A Big Data Approach to Multi-Aspect Opinion Mining on Online Tuberculosis Social Reviews based on WordNet Lexicon |
| 196 | Sharpening the Vehicular Traffic Flow Images for Better Analysis and Decision Making using Wavelet based Unsharp Masking |
| 197 | Improving Click through Rate of Internal Search Results for Dell.com Website |
| 198 | Analysis of a Retrial Queueing Model with Hysteresis using MAP Arrivals and Phase-type Services |
| 199 | MCDM Application in Consumer Choice: A Case Study of Tourist Homes/Vacation Destinations |
| 200 | To Analyze the Bullwhip Effect in Improving the Performance of the Supply Chain by the Balanced Score Card |
| 201 | Brand Positioning at Shoe Zone: A case of a footwear Outlet in Mumbai |
| 202 | Non-linear Autoregressive Dendritic Cell Algorithm Based Stock Predictor Employing Exogenous Variables |
| 203 | A Two-Geography Comparative Analysis of Sustainable Product Offering Profiles in High-Tech Firms |
| 204 | Determination of Supply Chain Length to Evaluate Supply Chain Performance of Products |
| 205 | Self-learning Failure Defect Corpus "DTC" Dictionary Development using Semantic Subject Modelling Approach for Connected Vehicles |
| 206 | Need for Big Data Analytics in Digital India Initiative Road Accident Analytics - A Case Study |
| 207 | Optimal Placement of Product Advertisement on Television Media: A Fuzzy Approach |
| 208 | Adoption of Children Book Apps Towards Development of a Conceptual Model |
| 209 | The Challenges of People Analytics Research |
| 210 | Confronting the Payment Card Frauds in an E-commerce Ecosystem |
| 211 | Student Placement Analyzer: A Recommendation System Using Machine Learning |
| 212 | Prediction of Butyl Price: An Econometric Approach |
| 213 | A Study on impact of Business Analytics in Improving Supply Chain Performance |
| 214 | Analysis of Sustainable Prospects and Strategies for Agri-food Sector: A Case Analysis of Wheat Flour Mill. |
| 215 | A Comparative Study on Clustering Algorithms for Clustering Text Documents |
| 216 | PLUTUS (Productivity Levers to Unveil the Untapped Sales) |
Muthu Mathirajan :- Dr. Muthu Mathirajan is Chief Research Scientist at the Department of Management Studies, Indian Institute of Science (IISc), Bangalore. He received M.Sc. degree in Mathematics from Madurai Kamaraj University and Postgraduate Diploma in Operations Research from College of Engineering, Guindy, Anna University. He also received M.Sc. (engineering) degree in Applied Operations Research and Ph.D. in Operations Management from IISc. He was a postdoctoral fellow at the Singapore–Massachusetts Institute of Technology Alliance in Nanyang Technological University, Singapore. He was a visiting consultant at Sultan Qaboos University, Oman. His Ph.D. thesis was adjudged the best thesis and was awarded the prestigious M.N. Gopalan Award of 2002 at the annual convention of the ORSI. His research interests are in the areas of Mathematical Modeling and Heuristic Optimizations for Production Planning and Scheduling, Personnel Scheduling, Routing and Scheduling in Logistics, Container Terminal Logistics, Distribution in Supply Chain Management and Research Methods. He has published over 55 research articles in both international and national journals, edited books and also presented over 50 research papers both at international and national conferences. He is the co-author of two books and a monograph.U Dinesh Kumar :- is a Professor of Decision Sciences and Information Systems at IIM Bangalore and holds a Ph.D. in Mathematics from IIT Bombay. He has over 20-years of teaching and research experience. He is listed as one of the top 10 analytics academics in India by the analytics India magazine. He was awarded the Best Young Teacher Award by the Association of Indian Management Institutions in 2003. He has published more than 60 research articles in leading academic journals. Twenty four of his case studies on Business Analytics based on Indian and multinational organizations have been published at the Harvard Business Publishing's case portal. He has carried out consulting projects for organizations such as The Boston Consulting Group (India) Private Limited, Hindustan Aeronautics Limited, Qatar Airways, Mission Hospital, Manipal Hospitals, Scalene Works, Wipro Limited, UNIBIC and the World Health Organization etc.
