Autore	Gunasekaran Angappa
Edizione	[1st ed. 2023.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023
Descrizione fisica	1 online resource (512 pages)
Disciplina	658.4034
Altri autori (Persone)	SharmaJai Kishore KarSamarjit
Collana	Lecture Notes in Operations Research
Soggetto topico	Operations research Mathematical optimization Big data Machine learning Artificial intelligence—Data processing Operations Research and Decision Theory Optimization Big Data Machine Learning Data Science
Soggetto non controllato	Technology Technology & Engineering
ISBN	9789811980121 9789811980114
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Chapter 1: Optimization of an inventory model with demand dependent on selling price and stock, nonlinear holding cost along with trade credit policy -- Chapter 2: Software Defect Prediction Through a Hybrid Approach Comprising of a Statistical Tool and a Machine Learning Model -- Chapter 3: Conservation of a prey species through optimal taxation: a model with Beddington-DeAngelis Functional Response -- Chapter 4: Investigate the reason for students' absenteeism in Engineering College in Fuzzy MCDM environment -- Chapter 5: Optimal inventory management policies for substitutable products considering non-instantaneous decay and cost of substitution. .
Record Nr.	UNINA-9910726276403321

Edizione	[1st ed. 2022.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
Descrizione fisica	1 online resource (647 pages)
Disciplina	338.4791 338.4791028557
Collana	Tourism on the Verge
Soggetto topico	Tourism Management Artificial intelligence - Data processing Statistics Tourism Management Data Science Statistics in Business, Management, Economics, Finance, Insurance
ISBN	9783030883898 9783030883881
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Part I: Theoretical Fundaments -- AI and Big Data in Tourism -- Epistemological Challenges -- Data Science and Interdisciplinarity -- Data Science and Ethical Issues -- Web Scraping -- Part II: Machine Learning -- Machine Learning in Tourism: A Brief Overview -- Feature Engineering -- Clustering -- Dimensionality Reduction -- Classification -- Regression -- Hyperparameter Tuning -- Model Evaluation -- Interpretability of Machine Learning Models -- Part III: Natural Language Processing -- Natural Language Processing (NLP): An Introduction -- Text Representations and Word Embeddings -- Sentiment Analysis -- Topic Modelling -- Entity Matching: Matching Entities Between Multiple Data Sources -- Knowledge Graphs -- Part IV: Additional Methods -- Network Analysis -- Time Series Analysis -- Agent-Based Modelling -- Geographic Information System (GIS) -- Visual Data Analysis -- Software and Tools.
Record Nr.	UNINA-9910735382503321

Edizione	[1st ed. 2018.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Descrizione fisica	1 online resource (X, 329 p. 42 illus.)
Disciplina	005.1
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Algorithms Computer science—Mathematics Discrete mathematics Numerical analysis Artificial intelligence—Data processing Computer networks Computer graphics Discrete Mathematics in Computer Science Numerical Analysis Data Science Computer Communication Networks Computer Graphics
ISBN	3-319-89441-2
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Graph algorithms -- Inapproximability results -- Network design -- Packing and covering -- Paradigms for the design and analysis of approximation and online algorithms -- Parameterized complexity -- Scheduling problems -- Algorithmic game theory -- Coloring and partitioning -- Competitive analysis -- Computational advertising -- Computational finance -- Cuts and connectivity -- Geometric problems -- Mechanism design -- Resource augmentation -- Real-world applications.
Record Nr.	UNISA-996466231403316

Edizione	[1st ed. 2017.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Descrizione fisica	1 online resource (XIV, 211 p. 23 illus.)
Disciplina	005.1
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Algorithms Computer science—Mathematics Discrete mathematics Artificial intelligence—Data processing Numerical analysis Discrete Mathematics in Computer Science Data Science Numerical Analysis
ISBN	3-319-51741-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Approximation Algorithms for the k-Set Packing Problem -- On Linear and Semidefinite Programs for Polytopes in Combinatorial Optimization -- The Shortest Separating Cycle Problem -- Dynamic Traveling Repair Problem with an Arbitrary Time Window -- A PTAS for the Cluster Editing Problem on Planar Graphs -- Bin Packing with Colocations -- Batch Coloring of Graphs -- New Integrality Gap Results for the Firefighters Problem on Trees -- A Multiplicative Weights Update Algorithm for Packing and Covering Semi-Infinite Linear Programs -- Balanced Optimization with Vector Costs -- Vertex Sparsification in Trees -- Scenario Submodular Cover -- Non-Greedy Online Steiner Trees on Outerplanar Graphs -- A Refined Analysis of Online Path Coloring in Trees -- Resource Allocation Games with Multiple Resource Classes -- Tight Approximation Bounds for the Seminar Assignment Problem -- A Priori TSP in the Scenario Model -- Local Search Based Approximation Algorithms for Two-Stage Stochastic Location Problems. .
Record Nr.	UNISA-996466083503316