Predictive Analytics: modeling and optimization
Saved in:
| Other Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton
CRC Press
2021
|
| Series: | Advanced Research in Reliability and System Assurance Engineering
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | xiii, 274 Seiten Illustrationen |
| ISBN: | 9780367537463 |
Staff View
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV047111800 | ||
| 003 | DE-604 | ||
| 005 | 20210409 | ||
| 007 | t | ||
| 008 | 210129s2021 a||| |||| 00||| eng d | ||
| 020 | |a 9780367537463 |9 978-0-367-53746-3 | ||
| 035 | |a (OCoLC)1240401795 | ||
| 035 | |a (DE-599)BVBBV047111800 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-355 |a DE-706 | ||
| 084 | |a QP 530 |0 (DE-625)141897: |2 rvk | ||
| 245 | 1 | 0 | |a Predictive Analytics |b modeling and optimization |c edited by Vijay Kumar and Mangey Ram |
| 264 | 1 | |a Boca Raton |b CRC Press |c 2021 | |
| 300 | |a xiii, 274 Seiten |b Illustrationen | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Advanced Research in Reliability and System Assurance Engineering | |
| 650 | 0 | 7 | |a Zuverlässigkeit |0 (DE-588)4059245-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Supply Chain Management |0 (DE-588)4684051-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Prognose |0 (DE-588)4047390-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Data Mining |0 (DE-588)4428654-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Futurologie |0 (DE-588)4155776-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4143413-4 |a Aufsatzsammlung |2 gnd-content | |
| 689 | 0 | 0 | |a Supply Chain Management |0 (DE-588)4684051-5 |D s |
| 689 | 0 | 1 | |a Prognose |0 (DE-588)4047390-9 |D s |
| 689 | 0 | 2 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 0 | 3 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | 4 | |a Futurologie |0 (DE-588)4155776-1 |D s |
| 689 | 0 | 5 | |a Zuverlässigkeit |0 (DE-588)4059245-5 |D s |
| 689 | 0 | 6 | |a Data Mining |0 (DE-588)4428654-5 |D s |
| 689 | 0 | |C b |5 DE-604 | |
| 700 | 1 | |a Kumar, Vijay |4 edt | |
| 700 | 1 | |a Ram, Mangey |d 1980- |0 (DE-588)1144926335 |4 edt | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-1-00-033286-5 |
| 856 | 4 | 2 | |m Digitalisierung UB Regensburg - ADAM Catalogue Enrichment |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032518239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-032518239 | ||
Record in the Search Index
| _version_ | 1804182146085027840 |
|---|---|
| adam_text | Contents Preface...........................................................................................................................vii Acknowledgements....................................................................................................... ix Contributors.................................................................................................................. xi Editors..........................................................................................................................xiii Chapter 1 Role of MCDM in Software Reliability Engineering........................... 1 Rana Majumdar, Subhrapratim Nath, and Vijay Kumar Chapter 2 Fault Tree Analysis of a Computerized Numerical Control Turning Center......................................................................... 19 Rajkumar Bhimgonda Patil and Mohamed Arezki Mellal Chapter 3 How to Schedule Elective Patients in Hospitals to Gain Full Utilization of Resources and Eliminate PatientOvercrowding........... 31 Murray V. Calichman Chapter 4 Reducing the Deterioration Rate of Inventory through Preservation Technology Investment under Fuzzy and Cloud Fuzzy Environment....................................................................65 Nita H. Shah and Milan B. Patel Chapter 5 Image Formation Using Deep Convolutional Generative Adversarial Networks........................................................ 81 Astha Bathla andAakanshi Gupta Chapter 6 Optimal Preservation Technology Investment and Price for the Deteriorating Inventory Model with Price-Sensitivity Stock-Dependent
Demand..................................................................... 89 Nita H. Shah and Chetansinh R. Vaghela Chapter 7 EOQ with Shortages and Learning Effect............................................99 Isha Sangal, Mahesh Kumar Jayaswal, Rita Yadav, Mandeep Mittal, and Faizan Ahmad Khan Chapter 8 Optimal Production-Inventory Policies for Processed Fruit Juices Manufacturer and Multi-retailers with Trended Demand and Quality Degradation............................................ 113 NitaH. Shah, Digeshkumar B. Shah, and DUshyantkumar G. Patel v
Contents VI Chapter 9 Information Visualization: Perception and Limitations for Data-Driven Designs..................................................................... 127 Sadia Riaz, ArifMushtaq, and Maninder Jeet Kaur Chapter 10 IoT, Big Data, and Analytics - Challenges and Opportunities........ 151 Priyanka Vashisht, Vijay Kumar, and Meghna Sharma Chapter 11 Multiple-Criteria Decision Analysis Using VLSI Global Routing.......................................................... ......................... 179 Subhrapratim Nath and Rana Majumdar Chapter 12 Application of IoT in Water Supply Management........................... 199 Reshu Agarwal, Adarsh Dixit, and Shylaja Vinaykumar Karatangi Chapter 13 A Hybrid Approach for Video Indexing Using Computer Vision and Speech Recognition...........................................................213 Saksham Jain, Akshit Pradhan, and Vijay Kumar Chapter 14 Statistical Methodology for Software Reliability with Environmental Factors................................................................227 R. Jeromia Muthuraj, A. Mohamed Ashik, and A. Loganathan Chapter IS Maintenance Data-Trends Based Reliability Availability and Maintainability (RAM) Assessment of a Steam Boiler.....................261 Suyog S. Patil, Anand К. Bewoor, Rajkumar Bhimgonda Patil, and Mohamed ArezJd Mėliai Index............................................................................................................................273
|
| adam_txt |
Contents Preface.vii Acknowledgements. ix Contributors. xi Editors.xiii Chapter 1 Role of MCDM in Software Reliability Engineering. 1 Rana Majumdar, Subhrapratim Nath, and Vijay Kumar Chapter 2 Fault Tree Analysis of a Computerized Numerical Control Turning Center. 19 Rajkumar Bhimgonda Patil and Mohamed Arezki Mellal Chapter 3 How to Schedule Elective Patients in Hospitals to Gain Full Utilization of Resources and Eliminate PatientOvercrowding. 31 Murray V. Calichman Chapter 4 Reducing the Deterioration Rate of Inventory through Preservation Technology Investment under Fuzzy and Cloud Fuzzy Environment.65 Nita H. Shah and Milan B. Patel Chapter 5 Image Formation Using Deep Convolutional Generative Adversarial Networks. 81 Astha Bathla andAakanshi Gupta Chapter 6 Optimal Preservation Technology Investment and Price for the Deteriorating Inventory Model with Price-Sensitivity Stock-Dependent
Demand. 89 Nita H. Shah and Chetansinh R. Vaghela Chapter 7 EOQ with Shortages and Learning Effect.99 Isha Sangal, Mahesh Kumar Jayaswal, Rita Yadav, Mandeep Mittal, and Faizan Ahmad Khan Chapter 8 Optimal Production-Inventory Policies for Processed Fruit Juices Manufacturer and Multi-retailers with Trended Demand and Quality Degradation. 113 NitaH. Shah, Digeshkumar B. Shah, and DUshyantkumar G. Patel v
Contents VI Chapter 9 Information Visualization: Perception and Limitations for Data-Driven Designs. 127 Sadia Riaz, ArifMushtaq, and Maninder Jeet Kaur Chapter 10 IoT, Big Data, and Analytics - Challenges and Opportunities. 151 Priyanka Vashisht, Vijay Kumar, and Meghna Sharma Chapter 11 Multiple-Criteria Decision Analysis Using VLSI Global Routing. . 179 Subhrapratim Nath and Rana Majumdar Chapter 12 Application of IoT in Water Supply Management. 199 Reshu Agarwal, Adarsh Dixit, and Shylaja Vinaykumar Karatangi Chapter 13 A Hybrid Approach for Video Indexing Using Computer Vision and Speech Recognition.213 Saksham Jain, Akshit Pradhan, and Vijay Kumar Chapter 14 Statistical Methodology for Software Reliability with Environmental Factors.227 R. Jeromia Muthuraj, A. Mohamed Ashik, and A. Loganathan Chapter IS Maintenance Data-Trends Based Reliability Availability and Maintainability (RAM) Assessment of a Steam Boiler.261 Suyog S. Patil, Anand К. Bewoor, Rajkumar Bhimgonda Patil, and Mohamed ArezJd Mėliai Index.273 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author2 | Kumar, Vijay Ram, Mangey 1980- |
| author2_role | edt edt |
| author2_variant | v k vk m r mr |
| author_GND | (DE-588)1144926335 |
| author_facet | Kumar, Vijay Ram, Mangey 1980- |
| building | Verbundindex |
| bvnumber | BV047111800 |
| classification_rvk | QP 530 |
| ctrlnum | (OCoLC)1240401795 (DE-599)BVBBV047111800 |
| discipline | Wirtschaftswissenschaften |
| discipline_str_mv | Wirtschaftswissenschaften |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02213nam a2200505 c 4500</leader><controlfield tag="001">BV047111800</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20210409 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">210129s2021 a||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780367537463</subfield><subfield code="9">978-0-367-53746-3</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1240401795</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV047111800</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-355</subfield><subfield code="a">DE-706</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QP 530</subfield><subfield code="0">(DE-625)141897:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Predictive Analytics</subfield><subfield code="b">modeling and optimization</subfield><subfield code="c">edited by Vijay Kumar and Mangey Ram</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Boca Raton</subfield><subfield code="b">CRC Press</subfield><subfield code="c">2021</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">xiii, 274 Seiten</subfield><subfield code="b">Illustrationen</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Advanced Research in Reliability and System Assurance Engineering</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Zuverlässigkeit</subfield><subfield code="0">(DE-588)4059245-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Supply Chain Management</subfield><subfield code="0">(DE-588)4684051-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Prognose</subfield><subfield code="0">(DE-588)4047390-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Futurologie</subfield><subfield code="0">(DE-588)4155776-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)4143413-4</subfield><subfield code="a">Aufsatzsammlung</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Supply Chain Management</subfield><subfield code="0">(DE-588)4684051-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Prognose</subfield><subfield code="0">(DE-588)4047390-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="3"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="4"><subfield code="a">Futurologie</subfield><subfield code="0">(DE-588)4155776-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="5"><subfield code="a">Zuverlässigkeit</subfield><subfield code="0">(DE-588)4059245-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="6"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="C">b</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Kumar, Vijay</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Ram, Mangey</subfield><subfield code="d">1980-</subfield><subfield code="0">(DE-588)1144926335</subfield><subfield code="4">edt</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe</subfield><subfield code="z">978-1-00-033286-5</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Regensburg - ADAM Catalogue Enrichment</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032518239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-032518239</subfield></datafield></record></collection> |
| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV047111800 |
| illustrated | Illustrated |
| index_date | 2024-07-03T16:26:41Z |
| indexdate | 2024-07-10T09:02:54Z |
| institution | BVB |
| isbn | 9780367537463 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032518239 |
| oclc_num | 1240401795 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-706 |
| owner_facet | DE-355 DE-BY-UBR DE-706 |
| physical | xiii, 274 Seiten Illustrationen |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | CRC Press |
| record_format | marc |
| series2 | Advanced Research in Reliability and System Assurance Engineering |
| spelling | Predictive Analytics modeling and optimization edited by Vijay Kumar and Mangey Ram Boca Raton CRC Press 2021 xiii, 274 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Advanced Research in Reliability and System Assurance Engineering Zuverlässigkeit (DE-588)4059245-5 gnd rswk-swf Supply Chain Management (DE-588)4684051-5 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Prognose (DE-588)4047390-9 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Futurologie (DE-588)4155776-1 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Supply Chain Management (DE-588)4684051-5 s Prognose (DE-588)4047390-9 s Datenanalyse (DE-588)4123037-1 s Künstliche Intelligenz (DE-588)4033447-8 s Futurologie (DE-588)4155776-1 s Zuverlässigkeit (DE-588)4059245-5 s Data Mining (DE-588)4428654-5 s b DE-604 Kumar, Vijay edt Ram, Mangey 1980- (DE-588)1144926335 edt Erscheint auch als Online-Ausgabe 978-1-00-033286-5 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032518239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Predictive Analytics modeling and optimization Zuverlässigkeit (DE-588)4059245-5 gnd Supply Chain Management (DE-588)4684051-5 gnd Datenanalyse (DE-588)4123037-1 gnd Prognose (DE-588)4047390-9 gnd Data Mining (DE-588)4428654-5 gnd Futurologie (DE-588)4155776-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4059245-5 (DE-588)4684051-5 (DE-588)4123037-1 (DE-588)4047390-9 (DE-588)4428654-5 (DE-588)4155776-1 (DE-588)4033447-8 (DE-588)4143413-4 |
| title | Predictive Analytics modeling and optimization |
| title_auth | Predictive Analytics modeling and optimization |
| title_exact_search | Predictive Analytics modeling and optimization |
| title_exact_search_txtP | Predictive Analytics modeling and optimization |
| title_full | Predictive Analytics modeling and optimization edited by Vijay Kumar and Mangey Ram |
| title_fullStr | Predictive Analytics modeling and optimization edited by Vijay Kumar and Mangey Ram |
| title_full_unstemmed | Predictive Analytics modeling and optimization edited by Vijay Kumar and Mangey Ram |
| title_short | Predictive Analytics |
| title_sort | predictive analytics modeling and optimization |
| title_sub | modeling and optimization |
| topic | Zuverlässigkeit (DE-588)4059245-5 gnd Supply Chain Management (DE-588)4684051-5 gnd Datenanalyse (DE-588)4123037-1 gnd Prognose (DE-588)4047390-9 gnd Data Mining (DE-588)4428654-5 gnd Futurologie (DE-588)4155776-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Zuverlässigkeit Supply Chain Management Datenanalyse Prognose Data Mining Futurologie Künstliche Intelligenz Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032518239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kumarvijay predictiveanalyticsmodelingandoptimization AT rammangey predictiveanalyticsmodelingandoptimization |