Data analytics: concepts, techniques, and applications
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press
2020
|
| Ausgabe: | First issued in paperback |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xxiii, 425 Seiten Illustrationen, Diagramme |
| ISBN: | 9780367570989 9781138500815 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV046811909 | ||
| 003 | DE-604 | ||
| 005 | 20200901 | ||
| 007 | t | ||
| 008 | 200717s2020 a||| |||| 00||| eng d | ||
| 020 | |a 9780367570989 |c pbk |9 978-0-367-57098-9 | ||
| 020 | |a 9781138500815 |c hbk |9 978-1-138-50081-5 | ||
| 035 | |a (OCoLC)1190918138 | ||
| 035 | |a (DE-599)BVBBV046811909 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-473 | ||
| 084 | |a ST 530 |0 (DE-625)143679: |2 rvk | ||
| 084 | |a MR 2200 |0 (DE-625)123489: |2 rvk | ||
| 245 | 1 | 0 | |a Data analytics |b concepts, techniques, and applications |c edited by Mohiuddin Ahmed and Al-Sakib Khan Pathan |
| 250 | |a First issued in paperback | ||
| 264 | 1 | |a Boca Raton ; London ; New York |b CRC Press |c 2020 | |
| 300 | |a xxiii, 425 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |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 Informatik |0 (DE-588)4026894-9 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4143413-4 |a Aufsatzsammlung |2 gnd-content | |
| 689 | 0 | 0 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 0 | 1 | |a Data Mining |0 (DE-588)4428654-5 |D s |
| 689 | 0 | 2 | |a Informatik |0 (DE-588)4026894-9 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Ahmed, Mohiuddin |0 (DE-588)1171267215 |4 edt | |
| 700 | 1 | |a Pathan, Al-Sakib Khan |0 (DE-588)1122046650 |4 edt | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-0-429-44617-7 |
| 856 | 4 | 2 | |m Digitalisierung UB Bamberg - ADAM Catalogue Enrichment |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032220447&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-032220447 | ||
Datensatz im Suchindex
| _version_ | 1804181618030542848 |
|---|---|
| adam_text | Contents Acknowledgments................................................................................................... ix Preface..................................................................................................................... xi List of Contributors...............................................................................................xv SECTION I 1 DATA ANALYTICS CONCEPTS An Introduction to Machine Learning....................................................... 3 MARKA. NORRIE 2 Regression for Data Analytics................................................................... 33 M. SAIFUL BARI 3 Big Data-Appropriate Clustering via Stochastic Approximation and Gaussian Mixture Models.................................................................. 55 HIEN D. NGUYEN AND ANDREW THOMAS JONES 4 Information Retrieval Methods for Big Data Analytics on Text.......... 73 ABHAY KUMAR BHADANI AND ANKUR NARANG 5 Big Graph Analytics....................................................................................97 AHSANUR RAHMAN AND TAMANNA MOTAHAR SECTION II 6 DATA ANALYTICS TECHNIQUES Transition from Relational Database to Big Data and Analytics.......131 SANTOSHI KUMARI AND C. NARENDRA BABU 7 Big Graph Analytics: Techniques, Tools, Challenges, and Applications........................................................................................171 DHANANJAY KUMAR SINGH, PIJUSH KANTI DUTTA PRAMANIK, AND PRASENJIT CHOUDHURY 8 Application of Game Theory for Big Data Analytics...........................199 MOHAMMAD MUHTADY MUHAISIN AND TASEEF RAHMAN
VII
viii 9 ■ Contents Project Management for Effective Data Analytics.................................. 219 MUNIR AHMAD SAEED AND MOHIUDDIN AHMED 10 Blockchain in the Era of Industry 4.0........................................................235 MD. MEHEDI HASSAN ONIK AND MOHIUDDIN AHMED 11 Dark Data for Analytics..................................................................................275 ABID HASAN SECTION III 12 DATA ANALYTICS APPLICATIONS Big Data: Prospects and Applications in the Technical and Vocational Education and Training Sector................................................297 MUTWALIBI NAMBOBI, MD. SHAHADAT HOSSAIN KHAN, AND ADAM A. ALLI 13 Sports Analytics: Visualizing Basketball Records in Graphical Form................................................................................................. 317 MUYE JIANG, GERRY CHAN, AND ROBERT BIDDLE 14 Analysis of Traffic Offenses in Transportation: Application of Big Data Analysis......................................................................................... 343 CHARITHA SUBHASHIJAYASEKARA, MALKA N. HALGAMUGE, ASMA NOOR, AND ÄTHER SAEED 15 Intrusion Detection for Big Data........................ 375 BIOZID BOSTAMI AND MOHIUDDIN AHMED 16 Health Care Security Analytics.................................................................... 403 MOHIUDDIN AHMED AND ABU SALEH SHAH MOHAMMAD BARKAT ULLAH Index.................................................................................................................................
|
| adam_txt |
Contents Acknowledgments. ix Preface. xi List of Contributors.xv SECTION I 1 DATA ANALYTICS CONCEPTS An Introduction to Machine Learning. 3 MARKA. NORRIE 2 Regression for Data Analytics. 33 M. SAIFUL BARI 3 Big Data-Appropriate Clustering via Stochastic Approximation and Gaussian Mixture Models. 55 HIEN D. NGUYEN AND ANDREW THOMAS JONES 4 Information Retrieval Methods for Big Data Analytics on Text. 73 ABHAY KUMAR BHADANI AND ANKUR NARANG 5 Big Graph Analytics.97 AHSANUR RAHMAN AND TAMANNA MOTAHAR SECTION II 6 DATA ANALYTICS TECHNIQUES Transition from Relational Database to Big Data and Analytics.131 SANTOSHI KUMARI AND C. NARENDRA BABU 7 Big Graph Analytics: Techniques, Tools, Challenges, and Applications.171 DHANANJAY KUMAR SINGH, PIJUSH KANTI DUTTA PRAMANIK, AND PRASENJIT CHOUDHURY 8 Application of Game Theory for Big Data Analytics.199 MOHAMMAD MUHTADY MUHAISIN AND TASEEF RAHMAN
VII
viii 9 ■ Contents Project Management for Effective Data Analytics. 219 MUNIR AHMAD SAEED AND MOHIUDDIN AHMED 10 Blockchain in the Era of Industry 4.0.235 MD. MEHEDI HASSAN ONIK AND MOHIUDDIN AHMED 11 Dark Data for Analytics.275 ABID HASAN SECTION III 12 DATA ANALYTICS APPLICATIONS Big Data: Prospects and Applications in the Technical and Vocational Education and Training Sector.297 MUTWALIBI NAMBOBI, MD. SHAHADAT HOSSAIN KHAN, AND ADAM A. ALLI 13 Sports Analytics: Visualizing Basketball Records in Graphical Form. 317 MUYE JIANG, GERRY CHAN, AND ROBERT BIDDLE 14 Analysis of Traffic Offenses in Transportation: Application of Big Data Analysis. 343 CHARITHA SUBHASHIJAYASEKARA, MALKA N. HALGAMUGE, ASMA NOOR, AND ÄTHER SAEED 15 Intrusion Detection for Big Data. 375 BIOZID BOSTAMI AND MOHIUDDIN AHMED 16 Health Care Security Analytics. 403 MOHIUDDIN AHMED AND ABU SALEH SHAH MOHAMMAD BARKAT ULLAH Index. |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author2 | Ahmed, Mohiuddin Pathan, Al-Sakib Khan |
| author2_role | edt edt |
| author2_variant | m a ma a s k p ask askp |
| author_GND | (DE-588)1171267215 (DE-588)1122046650 |
| author_facet | Ahmed, Mohiuddin Pathan, Al-Sakib Khan |
| building | Verbundindex |
| bvnumber | BV046811909 |
| classification_rvk | ST 530 MR 2200 |
| ctrlnum | (OCoLC)1190918138 (DE-599)BVBBV046811909 |
| discipline | Informatik Soziologie |
| discipline_str_mv | Informatik Soziologie |
| edition | First issued in paperback |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01842nam a2200433 c 4500</leader><controlfield tag="001">BV046811909</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20200901 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">200717s2020 a||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780367570989</subfield><subfield code="c">pbk</subfield><subfield code="9">978-0-367-57098-9</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781138500815</subfield><subfield code="c">hbk</subfield><subfield code="9">978-1-138-50081-5</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1190918138</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV046811909</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-473</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 530</subfield><subfield code="0">(DE-625)143679:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MR 2200</subfield><subfield code="0">(DE-625)123489:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Data analytics</subfield><subfield code="b">concepts, techniques, and applications</subfield><subfield code="c">edited by Mohiuddin Ahmed and Al-Sakib Khan Pathan</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">First issued in paperback</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Boca Raton ; London ; New York</subfield><subfield code="b">CRC Press</subfield><subfield code="c">2020</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">xxiii, 425 Seiten</subfield><subfield code="b">Illustrationen, Diagramme</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="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">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">Informatik</subfield><subfield code="0">(DE-588)4026894-9</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">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><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="2"><subfield code="a">Informatik</subfield><subfield code="0">(DE-588)4026894-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Ahmed, Mohiuddin</subfield><subfield code="0">(DE-588)1171267215</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Pathan, Al-Sakib Khan</subfield><subfield code="0">(DE-588)1122046650</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">978-0-429-44617-7</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Bamberg - 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=032220447&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:BVB01-032220447</subfield></datafield></record></collection> |
| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV046811909 |
| illustrated | Illustrated |
| index_date | 2024-07-03T14:59:03Z |
| indexdate | 2024-07-10T08:54:31Z |
| institution | BVB |
| isbn | 9780367570989 9781138500815 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032220447 |
| oclc_num | 1190918138 |
| open_access_boolean | |
| owner | DE-473 DE-BY-UBG |
| owner_facet | DE-473 DE-BY-UBG |
| physical | xxiii, 425 Seiten Illustrationen, Diagramme |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | CRC Press |
| record_format | marc |
| spelling | Data analytics concepts, techniques, and applications edited by Mohiuddin Ahmed and Al-Sakib Khan Pathan First issued in paperback Boca Raton ; London ; New York CRC Press 2020 xxiii, 425 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Datenanalyse (DE-588)4123037-1 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Datenanalyse (DE-588)4123037-1 s Data Mining (DE-588)4428654-5 s Informatik (DE-588)4026894-9 s DE-604 Ahmed, Mohiuddin (DE-588)1171267215 edt Pathan, Al-Sakib Khan (DE-588)1122046650 edt Erscheint auch als Online-Ausgabe 978-0-429-44617-7 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032220447&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Data analytics concepts, techniques, and applications Datenanalyse (DE-588)4123037-1 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4428654-5 (DE-588)4026894-9 (DE-588)4143413-4 |
| title | Data analytics concepts, techniques, and applications |
| title_auth | Data analytics concepts, techniques, and applications |
| title_exact_search | Data analytics concepts, techniques, and applications |
| title_exact_search_txtP | Data analytics concepts, techniques, and applications |
| title_full | Data analytics concepts, techniques, and applications edited by Mohiuddin Ahmed and Al-Sakib Khan Pathan |
| title_fullStr | Data analytics concepts, techniques, and applications edited by Mohiuddin Ahmed and Al-Sakib Khan Pathan |
| title_full_unstemmed | Data analytics concepts, techniques, and applications edited by Mohiuddin Ahmed and Al-Sakib Khan Pathan |
| title_short | Data analytics |
| title_sort | data analytics concepts techniques and applications |
| title_sub | concepts, techniques, and applications |
| topic | Datenanalyse (DE-588)4123037-1 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd |
| topic_facet | Datenanalyse Data Mining Informatik Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032220447&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT ahmedmohiuddin dataanalyticsconceptstechniquesandapplications AT pathanalsakibkhan dataanalyticsconceptstechniquesandapplications |