03603nam 2200481 450 99650356380331620231110225827.03-031-23647-5(MiAaPQ)EBC7164639(Au-PeEL)EBL7164639(CKB)25865893200041(EXLCZ)992586589320004120230422d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBusiness data analytics first international conference, ICBDA 2022, Dehradun, India, October 7-8, 2022, proceedings /edited by Rajesh Singh [and four others]Cham, Switzerland :Springer,[2023]©20231 online resource (89 pages)Communications in Computer and Information Science ;v.1742Print version: Singh, Rajesh Business Data Analytics Cham : Springer,c2023 9783031236464 Includes bibliographical references and index.Intro -- Preface -- Organization -- Contents -- Brain Stroke Prediction Using the Artificial Intelligence -- 1 Introduction -- 2 Literature Review -- 3 Data Set and Methodology Used -- 4 Data Analysis -- 5 Results and Discussion -- 5.1 Model of Ensemble Voting -- 6 Conclusion -- References -- Game Rules Prediction - Winning Strategies Using Decision Tree Algorithms -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Analysis and Results -- 4.1 Exploratory Data Analysis -- 5 Managerial Applications -- 6 Methodological Limitations -- 7 Conclusion -- References -- Quantitative Analysis of the Impact of Demography and Job Profile on the Organizational Commitment of the Faculty Members in the HEI'S of Uttarakhand -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Data Analysis and Interpretation -- References -- Prostate Cancer Data Analytics Using Hybrid ECNN and ERNN Techniques -- 1 Introduction -- 2 Literature Survey -- 3 Research Methodology -- 3.1 Existing System -- 3.2 Proposed System -- 4 Experimental Results -- 4.1 ECNN Algorithm -- 4.2 ERNN Algorithm -- 4.3 Input Datset -- 5 Results -- 5.1 Performance Evaluation Methods -- 5.2 Evaluation Metrics -- 5.3 Data Input -- 6 Comparison Table -- 7 Conclusions -- References -- A Review on Smart Patient Monitoring and Management in Orthopaedics Using Machine Learning -- 1 Introduction -- 2 Problems Related to Bones -- 2.1 Bone Fracture -- 2.2 Bone Diseases -- 2.3 Bone Surgery -- 3 Role of ML in Orthopaedics -- 3.1 ML in Fracture Detection -- 3.2 ML in Fracture Prediction -- 3.3 ML in the Sphere of Bone Diseases -- 3.4 ML in Aid of Bone Surgery -- 4 Conclusions -- References -- A Machine Learning Framework for Detection of Fake News -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Dataset Description -- 3.2 Feature Extraction Using TF-IDF.3.3 Machine Learning Models -- 4 Result and Analysis -- 5 Conclusion -- References -- Author Index.Communications in Computer and Information Science Artificial intelligenceBusinessData processingArtificial intelligenceCongressesArtificial intelligence.BusinessData processing.Artificial intelligence006.3Singh RajeshMiAaPQMiAaPQMiAaPQBOOK996503563803316Business data analytics3089149UNISA