By Les Sztandera

Use computational intelligence to force extra worth from enterprise analytics, conquer real-world uncertainties and complexities, and make greater judgements. Drawing on his pioneering adventure as an teacher and researcher, Dr. Les Sztandera completely illuminates contemporary key computational intelligence instruments, wisdom, and methods for research, exploration, and information iteration. Sztandera demystifies synthetic neural networks, genetic algorithms, and fuzzy platforms, and publications you thru utilizing them to version, realize, and interpret new styles that cannot be came across via statistical equipment by myself. filled with appropriate case stories and examples, this advisor demonstrates:

  • Customer segmentation for direct marketing
  • Customer profiling for courting management
  • Efficient mailing campaigns
  • Customer retention
  • Identification of cross-selling opportunities
  • Credit ranking analysis
  • Detection of fraudulent habit and transactions
  • Hedge fund ideas, and more

Szandera exhibits how computational intelligence can tell the layout and integration of providers, structure, model identification, and product portfolio around the whole firm. He additionally exhibits tips on how to supplement computational intelligence with visualization, explorative interfaces and complex reporting, thereby empowering company clients and company stakeholders to take complete good thing about it. For analytics pros, managers, and students.

Show description

Read or Download Computational Intelligence in Business Analytics: Concepts, Methods, and Tools for Big Data Applications (FT Press Analytics) PDF

Best data mining books

Ken W. Collier's Agile Analytics: A Value-Driven Approach to Business PDF

Utilizing Agile equipment, you could deliver some distance higher innovation, worth, and caliber to any information warehousing (DW), enterprise intelligence (BI), or analytics venture. although, traditional Agile equipment needs to be conscientiously tailored to deal with the original features of DW/BI tasks. In Agile Analytics, Agile pioneer Ken Collier exhibits find out how to just do that.

Get Learning Analytics: From Research to Practice PDF

In schooling this day, know-how by myself does not regularly bring about fast luck for college kids or associations. with a purpose to gauge the efficacy of academic know-how, we'd like how one can degree the efficacy of academic practices of their personal correct. via a greater realizing of the way studying happens, we may match towards constructing top practices for college kids, educators, and associations.

Download e-book for kindle: Fifty Years of Fuzzy Logic and its Applications (Studies in by Dan E. Tamir,Naphtali D. Rishe,Abraham Kandel

This e-book offers a complete record at the evolution of Fuzzy good judgment considering that its formula in Lotfi Zadeh’s seminal paper on “fuzzy sets,” released in 1965. furthermore, it includes a stimulating sampling from the large box of study and improvement encouraged by means of Zadeh’s paper. The chapters, written via pioneers and popular students within the box, convey how fuzzy units were effectively utilized to man made intelligence, keep an eye on thought, inference, and reasoning.

Get Project Management Analytics: A Data-Driven Approach to PDF

To control tasks, you want to not just regulate schedules and prices: you want to additionally deal with transforming into operational uncertainty. Today’s robust analytics instruments and strategies can help do all of this way more effectively. In undertaking administration Analytics , Harjit Singh exhibits find out how to deliver larger evidence-based readability and rationality to all of your key judgements during the complete venture lifecycle.

Extra resources for Computational Intelligence in Business Analytics: Concepts, Methods, and Tools for Big Data Applications (FT Press Analytics)

Sample text

Download PDF sample

Computational Intelligence in Business Analytics: Concepts, Methods, and Tools for Big Data Applications (FT Press Analytics) by Les Sztandera


by Kenneth
4.0

Rated 4.33 of 5 – based on 20 votes