Computational intelligence for machine learning and healthcare informatics:
Gespeichert in:
| Weitere Verfasser: | , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Boston
De Gruyter
[2020]
|
| Schriftenreihe: | Intelligent Biomedical Data Analysis
volume 1 |
| Schlagworte: | |
| Online-Zugang: | http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110647822&searchTitles=true Inhaltsverzeichnis |
| Beschreibung: | XV, 331 Seiten Illustrationen 17 cm x 24 cm |
| ISBN: | 9783110647822 3110647826 |
Internformat
MARC
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| 245 | 1 | 0 | |a Computational intelligence for machine learning and healthcare informatics |c edited by Rajshree Srivastava, Pradeep Kumar Mallick, Siddharth Swarup Rautaray and Manjusha Pandey |
| 264 | 1 | |a Berlin ; Boston |b De Gruyter |c [2020] | |
| 300 | |a XV, 331 Seiten |b Illustrationen |c 17 cm x 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Intelligent Biomedical Data Analysis |v volume 1 | |
| 650 | 0 | 7 | |a Soft Computing |0 (DE-588)4455833-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Medizinische Informatik |0 (DE-588)4038261-8 |2 gnd |9 rswk-swf |
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| 653 | |a Algorithmus | ||
| 653 | |a Big Data | ||
| 653 | |a Künstliche Intelligenz | ||
| 653 | |a Maschinelles Lernen | ||
| 653 | |a Digitalmedizin | ||
| 655 | 7 | |0 (DE-588)4143413-4 |a Aufsatzsammlung |2 gnd-content | |
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| 689 | 1 | |5 DE-604 | |
| 700 | 1 | |a Srivastava, Rajshree |4 edt | |
| 700 | 1 | |a Mallick, Pradeep Kumar |d 1984- |0 (DE-588)1085186938 |4 edt | |
| 700 | 1 | |a Swarup Rautaray, Siddharth |4 edt | |
| 700 | 1 | |a Pandey, Manjusha |4 edt | |
| 710 | 2 | |a Walter de Gruyter GmbH & Co. KG |0 (DE-588)10095502-2 |4 pbl | |
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Datensatz im Suchindex
| _version_ | 1804181499231076352 |
|---|---|
| adam_text | CONTENTS
PREFACE
*
VII
LIST
OF
CONTRIBUTORS
*
XIII
MANA
DE
LOURDES
SDNCHEZ,
ADRIAN
WILL,
ANDREA
RODRFGUEZ,
LUIS
0.
GONZALEZ-SALCEDO
1
A
REVIEW
OF
BONE
TISSUE
ENGINEERING
FOR
THE
APPLICATION
OF
ARTIFICIAL
INTELLIGENCE
IN
CELLULAR
ADHESION
PREDICTION
*
1
DIVYA
GABA,
NITIN
MITTAL
2
IMPLEMENTATION
AND
CLASSIFICATION
OF
MACHINE
LEARNING
ALGORITHMS
IN
HEALTHCARE
INFORMATICS:
APPROACHES,
CHALLENGES,
AND
FUTURE
SCOPE
*
21
SANDEEP
RAJ,
ARVIND
CHOUBEY
3
CARDIAC
ARRHYTHMIA
RECOGNITION
USING
STOCKWELL
TRANSFORM
AND
ABC-OPTIMIZED
TWIN
SVM
*
35
SHWETA
SINHA,
SHWETA
KANSAL
4
COMPUTATIONAL
INTELLIGENCE
APPROACH
TO
ADDRESS
THE
LANGUAGE
BARRIER
IN
HEALTHCARE
*
53
YOGESH
KUMAR,
MANISH
MAHAJAN
5
RECENT
ADVANCEMENT
OF
MACHINE
LEARNING
AND
DEEP
LEARNING
IN
THE
FIELD
OF
HEALTHCARE
SYSTEM
*
77
PRABHSIMAR
KAUR,
VISHAL
BHARTI,
SRABANTI
MAJI
6
PREDICTING
PSYCHOLOGICAL
DISORDERS
USING
MACHINE
LEARNING
*
99
SWETA
KUMARI,
SNEHA
KUMARI
7
AUTOMATIC
ANALYSIS
OF
CARDIOVASCULAR
DISEASES
USING
EMD
AND
SUPPORT
VECTOR
MACHINES
*
131
J
NAVEENKUMAR,
DHANASHRI
P.
JOSHI
8
MACHINE
LEARNING
APPROACH
FOR
EXPLORING
COMPUTATIONAL
INTELLIGENCE
*
153
SIMRANDEEP
SINGH,
NITIN
MITTAL,
HARBINDER
SINGH
9
CLASSIFICATION
OF
VARIOUS
IMAGE
FUSION
ALGORITHMS
AND
THEIR
PERFORMANCE
EVALUATION
METRICS
*
179
XII
*
CONTENTS
DHRUBASISH
SARKAR,
MEDHA
GUPTA,
PREMANANDA
JANA,
DIPAK
K.
KOLE
10
RECOMMENDER
SYSTEM
IN
HEALTHCARE:
AN
OVERVIEW
*
199
PURVA
EKATPURE,
SHIVAM
11
DENSE
CNN
APPROACH
FOR
MEDICAL
DIAGNOSIS
*
217
DHAVAL
BHOI,
AM
IT
THAKKAR
12
IMPACT
OF
SENTIMENT
ANALYSIS
TOOLS
TO
IMPROVE
PATIENTS
*
LIFE
IN
CRITICAL
DISEASES
*
239
DIKSHA
THAKUR,
NITIN
MITTAL,
SIMRANDEEP
SINGH,
RAJSHREE
SRIVASTVA
13
A
FUZZY
ENTROPY-BASED
MULTILEVEL
IMAGE
THRESHOLDING
USING
NEURAL
NETWORK
OPTIMIZATION
ALGORITHM
*
253
DAIYAAN
AHMED
SHAIK,
VIHAL
MOHANTY,
RAMANI
SELVANAMBI
14
MACHINE
LEARNING
IN
HEALTHCARE
*
277
VANAJA
RAMASWAMY,
SASWATI
MUKHERJEE
15
COMPUTATIONAL
HEALTH
INFORMATICS
USING
EVOLUTIONARY-BASED
FEATURE
SELECTION
-----
309
INDEX
-----
329
|
| adam_txt |
CONTENTS
PREFACE
*
VII
LIST
OF
CONTRIBUTORS
*
XIII
MANA
DE
LOURDES
SDNCHEZ,
ADRIAN
WILL,
ANDREA
RODRFGUEZ,
LUIS
0.
GONZALEZ-SALCEDO
1
A
REVIEW
OF
BONE
TISSUE
ENGINEERING
FOR
THE
APPLICATION
OF
ARTIFICIAL
INTELLIGENCE
IN
CELLULAR
ADHESION
PREDICTION
*
1
DIVYA
GABA,
NITIN
MITTAL
2
IMPLEMENTATION
AND
CLASSIFICATION
OF
MACHINE
LEARNING
ALGORITHMS
IN
HEALTHCARE
INFORMATICS:
APPROACHES,
CHALLENGES,
AND
FUTURE
SCOPE
*
21
SANDEEP
RAJ,
ARVIND
CHOUBEY
3
CARDIAC
ARRHYTHMIA
RECOGNITION
USING
STOCKWELL
TRANSFORM
AND
ABC-OPTIMIZED
TWIN
SVM
*
35
SHWETA
SINHA,
SHWETA
KANSAL
4
COMPUTATIONAL
INTELLIGENCE
APPROACH
TO
ADDRESS
THE
LANGUAGE
BARRIER
IN
HEALTHCARE
*
53
YOGESH
KUMAR,
MANISH
MAHAJAN
5
RECENT
ADVANCEMENT
OF
MACHINE
LEARNING
AND
DEEP
LEARNING
IN
THE
FIELD
OF
HEALTHCARE
SYSTEM
*
77
PRABHSIMAR
KAUR,
VISHAL
BHARTI,
SRABANTI
MAJI
6
PREDICTING
PSYCHOLOGICAL
DISORDERS
USING
MACHINE
LEARNING
*
99
SWETA
KUMARI,
SNEHA
KUMARI
7
AUTOMATIC
ANALYSIS
OF
CARDIOVASCULAR
DISEASES
USING
EMD
AND
SUPPORT
VECTOR
MACHINES
*
131
J
NAVEENKUMAR,
DHANASHRI
P.
JOSHI
8
MACHINE
LEARNING
APPROACH
FOR
EXPLORING
COMPUTATIONAL
INTELLIGENCE
*
153
SIMRANDEEP
SINGH,
NITIN
MITTAL,
HARBINDER
SINGH
9
CLASSIFICATION
OF
VARIOUS
IMAGE
FUSION
ALGORITHMS
AND
THEIR
PERFORMANCE
EVALUATION
METRICS
*
179
XII
*
CONTENTS
DHRUBASISH
SARKAR,
MEDHA
GUPTA,
PREMANANDA
JANA,
DIPAK
K.
KOLE
10
RECOMMENDER
SYSTEM
IN
HEALTHCARE:
AN
OVERVIEW
*
199
PURVA
EKATPURE,
SHIVAM
11
DENSE
CNN
APPROACH
FOR
MEDICAL
DIAGNOSIS
*
217
DHAVAL
BHOI,
AM
IT
THAKKAR
12
IMPACT
OF
SENTIMENT
ANALYSIS
TOOLS
TO
IMPROVE
PATIENTS
*
LIFE
IN
CRITICAL
DISEASES
*
239
DIKSHA
THAKUR,
NITIN
MITTAL,
SIMRANDEEP
SINGH,
RAJSHREE
SRIVASTVA
13
A
FUZZY
ENTROPY-BASED
MULTILEVEL
IMAGE
THRESHOLDING
USING
NEURAL
NETWORK
OPTIMIZATION
ALGORITHM
*
253
DAIYAAN
AHMED
SHAIK,
VIHAL
MOHANTY,
RAMANI
SELVANAMBI
14
MACHINE
LEARNING
IN
HEALTHCARE
*
277
VANAJA
RAMASWAMY,
SASWATI
MUKHERJEE
15
COMPUTATIONAL
HEALTH
INFORMATICS
USING
EVOLUTIONARY-BASED
FEATURE
SELECTION
-----
309
INDEX
-----
329 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author2 | Srivastava, Rajshree Mallick, Pradeep Kumar 1984- Swarup Rautaray, Siddharth Pandey, Manjusha |
| author2_role | edt edt edt edt |
| author2_variant | r s rs p k m pk pkm r s s rs rss m p mp |
| author_GND | (DE-588)1085186938 |
| author_facet | Srivastava, Rajshree Mallick, Pradeep Kumar 1984- Swarup Rautaray, Siddharth Pandey, Manjusha |
| building | Verbundindex |
| bvnumber | BV046744591 |
| classification_tum | MED 230 DAT 708 |
| ctrlnum | (OCoLC)1183418301 (DE-599)DNB1203449100 |
| discipline | Informatik Medizin |
| discipline_str_mv | Informatik Medizin |
| format | Book |
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| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV046744591 |
| illustrated | Illustrated |
| index_date | 2024-07-03T14:40:20Z |
| indexdate | 2024-07-10T08:52:37Z |
| institution | BVB |
| institution_GND | (DE-588)10095502-2 |
| isbn | 9783110647822 3110647826 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032154421 |
| oclc_num | 1183418301 |
| open_access_boolean | |
| owner | DE-91G DE-BY-TUM |
| owner_facet | DE-91G DE-BY-TUM |
| physical | XV, 331 Seiten Illustrationen 17 cm x 24 cm |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | De Gruyter |
| record_format | marc |
| series | Intelligent Biomedical Data Analysis |
| series2 | Intelligent Biomedical Data Analysis |
| spelling | Computational intelligence for machine learning and healthcare informatics edited by Rajshree Srivastava, Pradeep Kumar Mallick, Siddharth Swarup Rautaray and Manjusha Pandey Berlin ; Boston De Gruyter [2020] XV, 331 Seiten Illustrationen 17 cm x 24 cm txt rdacontent n rdamedia nc rdacarrier Intelligent Biomedical Data Analysis volume 1 Soft Computing (DE-588)4455833-8 gnd rswk-swf Medizinische Informatik (DE-588)4038261-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Algorithmus Big Data Künstliche Intelligenz Maschinelles Lernen Digitalmedizin (DE-588)4143413-4 Aufsatzsammlung gnd-content Medizinische Informatik (DE-588)4038261-8 s Maschinelles Lernen (DE-588)4193754-5 s Soft Computing (DE-588)4455833-8 s DE-604 Künstliche Intelligenz (DE-588)4033447-8 s Srivastava, Rajshree edt Mallick, Pradeep Kumar 1984- (DE-588)1085186938 edt Swarup Rautaray, Siddharth edt Pandey, Manjusha edt Walter de Gruyter GmbH & Co. KG (DE-588)10095502-2 pbl Erscheint auch als Online-Ausgabe, EPUB 978-3-11-064927-7 Erscheint auch als Online-Ausgabe, PDF 978-3-11-064819-5 Intelligent Biomedical Data Analysis volume 1 (DE-604)BV046825233 1 X:MVB http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110647822&searchTitles=true DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032154421&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Computational intelligence for machine learning and healthcare informatics Intelligent Biomedical Data Analysis Soft Computing (DE-588)4455833-8 gnd Medizinische Informatik (DE-588)4038261-8 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4455833-8 (DE-588)4038261-8 (DE-588)4033447-8 (DE-588)4193754-5 (DE-588)4143413-4 |
| title | Computational intelligence for machine learning and healthcare informatics |
| title_auth | Computational intelligence for machine learning and healthcare informatics |
| title_exact_search | Computational intelligence for machine learning and healthcare informatics |
| title_exact_search_txtP | Computational intelligence for machine learning and healthcare informatics |
| title_full | Computational intelligence for machine learning and healthcare informatics edited by Rajshree Srivastava, Pradeep Kumar Mallick, Siddharth Swarup Rautaray and Manjusha Pandey |
| title_fullStr | Computational intelligence for machine learning and healthcare informatics edited by Rajshree Srivastava, Pradeep Kumar Mallick, Siddharth Swarup Rautaray and Manjusha Pandey |
| title_full_unstemmed | Computational intelligence for machine learning and healthcare informatics edited by Rajshree Srivastava, Pradeep Kumar Mallick, Siddharth Swarup Rautaray and Manjusha Pandey |
| title_short | Computational intelligence for machine learning and healthcare informatics |
| title_sort | computational intelligence for machine learning and healthcare informatics |
| topic | Soft Computing (DE-588)4455833-8 gnd Medizinische Informatik (DE-588)4038261-8 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Soft Computing Medizinische Informatik Künstliche Intelligenz Maschinelles Lernen Aufsatzsammlung |
| url | http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110647822&searchTitles=true http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032154421&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV046825233 |
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