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Data-Driven Decision Making
| Data-Driven Decision Making |
| Autore | Poulose Jeanne |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Palgrave Macmillan, , 2024 |
| Descrizione fisica | 1 online resource (331 pages) |
| Altri autori (Persone) |
SharmaVinod
MaheshkarChandan |
| ISBN |
9789819729029
9789819729012 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Contents -- Notes on Contributors -- List of Figures -- List of Tables -- 1 Data-Driven Decision Making in the VUCA Context: Harnessing Data for Informed Decisions -- Introduction -- The VUCA Context: Examples and Cases -- Volatility -- Uncertainty -- Complexity -- Ambiguity -- Data-Driven Decision Making in the VUCA Context -- Volatility to Visioning -- Uncertainty to Understanding -- Complexity to Clarity -- Ambiguity to Agility -- Tools and Technique's Aiding Organization's Strategic Response -- Conclusion -- References -- 2 Investigation of Predictive Power of Sentiment Analysis Model Developed Using Different Word Embedding Techniques -- Introduction -- Related Work -- Research Methodology -- Datasets -- File Pre-processing -- Word Embedding Techniques -- Dimension Reduction Techniques -- Training vs. Testing Data Split Approach -- Sentiment Classification Models -- SVM Kernel Used -- Framework of the Work -- Performance Evaluation Parameters -- Analysis of the Result -- Data Comparison and Addressing Research Questions Based on the Results -- Conclusion -- References -- 3 A Comparative Analysis of Machine Learning Algorithms for Image Classification: Evaluating Performance -- Introduction -- Machine Learning Algorithms -- Support Vector Machine -- K-Nearest Neighbour -- Naïve Bayes -- Decision Trees -- Random Forest -- Artificial Neural Network -- Application of Machine Learning Algorithms -- Research Methodology -- Sources of Data -- Tools Used -- Analysis and Findings -- Discussion -- Limitations of the Study -- Application of the Research -- Conclusion -- References -- 4 Strategic Data Analytics for Sustainable Competitive Advantage -- Introduction -- Diving into Digital Era-Issues That Drive Digital Transformation -- Structural & -- Economic Reasons-Why Business Analytics? -- The Gap Between Promise and Reality.
Approaches to Strategic Data Management -- Changing Data Environment and Its Effects for Business -- It All Starts with the Data Strategy -- Analysing Text, Network, Location, and Imagery Data -- The 6 V's of Data and Data Mining -- Impact of Business Analytics Across Different Industries -- Optimizing Analytics for Sustainable Competitive Advantage -- Fostering a Business Analytics Ecosystem -- Resources for Embracing Business Analytics -- Organizational Value Creation with Business Analytics: KPIs -- Business Analytics Tools for Organizations -- Analytics Across the Departments/Divisions in an Enterprise -- Finance and Accounting -- Human Resource Management -- Supply Chain -- Marketing and Sales -- Enterprise Risk Management -- Challenges in Crafting Organizational Analytics Platform -- How Much Data Is the Right Data? -- Identifying and Defining Problems and Opportunities in Business Analytics -- Evaluating Appropriate Analytics Platform -- Implementing and Managing the Enterprise Analytics Project -- Privacy and Security Challenges Associated with Business Analytics -- Conclusion -- References -- 5 Data Mining and Business Intelligence Trends -- Introduction -- Background -- Methodology: Understanding KDD in Data Mining -- Practical Trends of Data Mining -- Techniques for Data Mining -- Types of Data Mining in Business -- Analysis and Discussion: Data Mining vs. Business Intelligence -- Overview of Data Mining Process -- Algorithms and the Business -- Support Vector Machine (SVM) -- Classification in Data Mining -- Artificial Neural Networks -- Machine Learning-based Approach -- Machine Learning-based Approach to Medical Diagnosis -- Association Rule Mining -- Data Mining and Its Working: -- Applications-Real-time Applications of Data Mining in Business Intelligence -- Industrial Applications of Data Mining -- Real-World Case Study of DM and BI. Pros of Data Mining -- Advantages of Business Intelligence and Data Mining -- Shortcomings of Data Mining -- Future of Data Mining in Business Intelligence -- Conclusion -- References -- 6 Generational Cohort Analysis to Purchase Fashion Products in India -- Introduction -- Literature -- Fashion Industry in India -- Buying Behaviour of Fashion Products -- Objectives -- Formulation of Hypothesis -- Methodology -- Research Instrument -- Data Collection and Analysis -- Analysis -- Discussion and Implications -- Conclusion -- References -- 7 Marketing Analytics and Consumer Behavior: A Systematic Literature Review for Future Research Agenda -- Introduction -- Research Methodology -- Screening and Selection of Papers -- Data Analysis -- Theoretical Frameworks -- Decision-Making Models -- Marketing Analytics Technique -- Impact on Consumer Behavior -- Ethical Considerations -- Challenges and Future Directions -- Conclusion -- References -- 8 Application of Artificial Intelligence on Smart Tourism Eco Space: An Integrated Approach in Post-COVID-19 Era -- Artificial Intelligence -- Smart Tourism -- Artificial Intelligence in Smart Tourism -- Opportunities of Artificial Intelligence in Smart Tourism -- Challenges of Artificial Intelligence (AI) on Smart Tourism -- Role of Smart Tourism Post-COVID-19 Era -- Digital Ecosystem for the Service Sector -- Design Approaches and Smart Tourism Experiences -- Conclusion -- References -- 9 Measurement Model of CO-PO Attainment in Higher Education: A Simplified Approach -- Introduction and Background of the Study -- Outcome-Based Assessment -- Frame the Program Outcome and Course Outcome -- Methods of Measuring COs -- Assessment Analysis -- Attainment Methodology -- Measurement of CO Attainment -- CO Mapping in Continuous Internal Assessment -- Procedure for Attainment of POs/PSOs -- Conclusion and Discussion. References -- 10 Do You Have an AI Mindset? Development and Validation of AI Mindset Questionnaire -- Introduction -- How Are Humans Developing the AI Mindset? -- AI Mindset and Decision-Making -- The Rise of AI Mindset and the Impact on Skills -- Development of a Scale to Measure the AI Mindset in Humans -- Objectives -- Research Methodology -- Research Design -- Operational Definition -- AI Mindset -- Sample Size -- Sampling Technique -- Inclusion Criteria -- Exclusion Criteria -- Measure -- Procedure -- Data Analysis -- Data Screening -- Exploratory Factor Analysis -- Principal Component Analysis -- Factor Interpretation -- Results and Discussion -- Exploratory Factor Analysis -- Reliability -- Principal Component Analysis -- Rotated Component Matrix -- Item Communality -- Factor Labelling -- Results for Part B of the Scale -- Exploratory Factor Analysis -- Reliability -- Principal Component Analysis and Scree Test -- Factor Identification -- Assessment of Communalities -- Factor Labelling -- Results on the Scores -- Conclusion -- Limitations and Future Implications -- References -- 11 HR Analytics: An Indispensable Tool for Effective Talent Management -- Introduction to HR Analytics -- Types of Analytics -- HR Metrics -- Data Sets -- Data Pre-processing -- Descriptive Analysis of Data -- Algorithms -- Accuracy measures -- Result -- Discussion -- Theoretical Implications -- Practical Implications -- Conclusion -- References -- 12 Career in Artificial Intelligence, Machine Learning, and Data Science -- Introduction -- Theoretical Understanding of AI/ML/DS -- The AI Myths -- Opportunities in Data Science, AI, and ML -- Careers in Data Science -- Careers in AI/ML -- Case: AI/ML/DS in Auto Industry -- Data Science Framework and Career in Auto Industry -- Conclusion -- References. 13 Harnessing the Power of Big Data Analytics to Transform Supply Chain Management -- Introduction -- Traditional vs Modern Supply Chain Management -- Applications in Digital Supply Chain -- Sources of Data in Supply Chain Management -- Research Methodology -- I Phase: Data collection -- II Phase: Data analysis and synthesis phase -- III Phase: Reporting meta-analysis -- Discussion and Implications -- Theoretical Implication -- Practical Implication -- Conclusion -- Limitations and Future Directions -- References -- Index. |
| Record Nr. | UNINA-9910878055003321 |
Poulose Jeanne
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| Singapore : , : Palgrave Macmillan, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Nature Inspired Computing : Proceedings of CSI 2015 / / edited by Bijaya Ketan Panigrahi, M. N. Hoda, Vinod Sharma, Shivendra Goel
| Nature Inspired Computing : Proceedings of CSI 2015 / / edited by Bijaya Ketan Panigrahi, M. N. Hoda, Vinod Sharma, Shivendra Goel |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XVI, 210 p. 97 illus., 67 illus. in color.) |
| Disciplina | 006 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Artificial intelligence
Natural language processing (Computer science) Computer simulation Artificial Intelligence Natural Language Processing (NLP) Simulation and Modeling |
| ISBN | 981-10-6747-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EasyOnto: A Collaborative Semi Formal Ontology Development Platform -- Biometric Inspired Homomorphic Encryption Algorithm for Secured Cloud Computing -- Relevance Feedback Base User Convenient Semantic Query Processing Using Neural Network -- Comparative Analysis of Decision Tree Algorithms -- Analysing the Genetic Diversity of Commonly Occurring Diseases -- Alternate Procedure for the Diagnosis of Malaria via Intuitionistic Fuzzy Sets -- A Deadline Aware Modified-Genetic Algorithm for Scheduling Jobs with Burst Time and Priorities -- Bio Inspired Computation for Optimizing Scheduling -- Segmentation of Mammograms using a Novel Intuitionistic Possibilstic Fuzzy C-Means Clustering Algorithm -- Wireless Monitoring and Indoor Navigation of a Mobile Robot using RFID -- A Note on q-Bernoulli-Euler Polynomials -- An Approach for Iris Segmentation in Constrained -- Environments -- Detection of Chronic Kidney Disease: A NN-GA Based Approach -- An Optimal Tree Based Routing Protocol Using Particle Swarm Optimization -- Sybil Attack Prevention Algorithm for Body Area Networks -- Surface Acoustic Wave E-nose Sensor Based Pattern Generation and Recognitionof Toxic Gases using Artificial Neural Network Techniques -- Pico-nym Cloud (PNC) a Method to Devise and Peruse Semantically Related Biological Patterns -- Assessment on VM Placement and VM Selection Strategies -- Distributed Denial of Service Attack Detection Using Ant Bee Colony and Artificial Neural Network in Cloud Computing -- Performance Evaluation of Neural Network Training Algorithms in Redirection Spam Detection -- Novel Method for Predicting Academic Performance of Students by Using Modified Particle Swarm Optimization (PSO) -- Medical Diagnosing of Canine Diseases Using Genetic Programming & Neural Networks -- A Comparative Study on Decision Making Capability Between Human and Artificial Intelligence. |
| Record Nr. | UNINA-9910299561403321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Water and Health [[electronic resource] /] / edited by Prati Pal Singh, Vinod Sharma
| Water and Health [[electronic resource] /] / edited by Prati Pal Singh, Vinod Sharma |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | New Delhi : , : Springer India : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (412 p.) |
| Disciplina |
362.1
363.73 |
| Soggetto topico |
Refuse and refuse disposal
Medicine Health Microbiology Waste Management/Waste Technology Medicine/Public Health, general Popular Science in Medicine and Health |
| ISBN | 81-322-1029-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1.Dengue: a water-related mosquito-borne disease -- 2.Water, environmental surveillance and molecular epidemiology of poliovirus in India -- 3.Hepatitis A and E in potable water: a threat to health -- 4.Waterborne viral gastroenteritis: an introduction to common agents -- 5.Cholera and drinking water -- 6.Typhoid fever and water -- 7.Shigellosis: an emerging water-related public health problem -- 8.Campylobacteriosis and water: an overview -- 9.Pathogenic mycobacteria and water -- 10.Water, mosquitoes and malaria -- 11.Water, amoebiasis and public health -- 12.Cyclosporiasis: an emerging potential threat for water contamination -- 13.Neurocycticercosis: an emerging waterborne parasitic disease of public health importance -- 14.Human cryptosporidiosis and drinking water: looking beyond HIV -- 15.Water and food borne trematodiases in humans -- 16.Water and lymphatic filariasis -- 17.Recent update on echinococcosis and water -- 18.Ascariasis and water: an overview -- 19.Soil-transmitted helminths and water.-Water and chemicals -- 20.Water quality issues needing technological interventions: sustainable availability for all -- 21.Pollution of aqueous matrices with pharmaceuticals.-22.Pesticide toxicity, water and health -- 23.Water quality and health issues in southwest parts of Punjab state, India -- 24.Groundwater chemical contamination: the implication for human health. |
| Record Nr. | UNINA-9910299559803321 |
| New Delhi : , : Springer India : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||