語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Advances in Integrations of Intellig...
~
SpringerLink (Online service)
Advances in Integrations of Intelligent Methods = Post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Advances in Integrations of Intelligent Methods/ edited by Ioannis Hatzilygeroudis, Isidoros Perikos, Foteini Grivokostopoulou.
其他題名:
Post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /
其他作者:
Grivokostopoulou, Foteini.
面頁冊數:
XIV, 161 p. 60 illus., 45 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Communications Engineering, Networks. -
電子資源:
https://doi.org/10.1007/978-981-15-1918-5
ISBN:
9789811519185
Advances in Integrations of Intelligent Methods = Post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /
Advances in Integrations of Intelligent Methods
Post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /[electronic resource] :edited by Ioannis Hatzilygeroudis, Isidoros Perikos, Foteini Grivokostopoulou. - 1st ed. 2020. - XIV, 161 p. 60 illus., 45 illus. in color.online resource. - Smart Innovation, Systems and Technologies,1702190-3018 ;. - Smart Innovation, Systems and Technologies,37.
Aligning Learning Materials and Assessment with Course Learning Outcomes in MOOCs using Data Mining Techniques -- Edge-Centric Queries Stream Management based on an Ensemble Model -- Bitcoin Price Prediction Combining Data and Text Mining -- Towards New Evaluation Metrics for Relational Learning -- Color Models for Skin Lesions Classification from Dermatoscopic Images -- Methods of Statistical Analysis and Machine Learning for the Evaluation of Generated Hardware and Firmware Designs -- Genetic Algorithms for Creating Large Job Shop Dispatching Rules.
This book presents a number of research efforts in combining AI methods or techniques to solve complex problems in various areas. The combination of different intelligent methods is an active research area in artificial intelligence (AI), since it is believed that complex problems can be more easily solved with integrated or hybrid methods, such as combinations of different soft computing methods (fuzzy logic, neural networks, and evolutionary algorithms) among themselves or with hard AI technologies like logic and rules; machine learning with soft computing and classical AI methods; and agent-based approaches with logic and non-symbolic approaches. Some of the combinations are already extensively used, including neuro-symbolic methods, neuro-fuzzy methods, and methods combining rule-based and case-based reasoning. However, other combinations are still being investigated, such as those related to the semantic web, deep learning and swarm intelligence algorithms. Most are connected with specific applications, while the rest are based on principles.
ISBN: 9789811519185
Standard No.: 10.1007/978-981-15-1918-5doiSubjects--Topical Terms:
669809
Communications Engineering, Networks.
LC Class. No.: Q342
Dewey Class. No.: 006.3
Advances in Integrations of Intelligent Methods = Post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /
LDR
:03256nam a22004095i 4500
001
1019291
003
DE-He213
005
20200705145842.0
007
cr nn 008mamaa
008
210318s2020 si | s |||| 0|eng d
020
$a
9789811519185
$9
978-981-15-1918-5
024
7
$a
10.1007/978-981-15-1918-5
$2
doi
035
$a
978-981-15-1918-5
050
4
$a
Q342
072
7
$a
UYQ
$2
bicssc
072
7
$a
TEC009000
$2
bisacsh
072
7
$a
UYQ
$2
thema
082
0 4
$a
006.3
$2
23
245
1 0
$a
Advances in Integrations of Intelligent Methods
$h
[electronic resource] :
$b
Post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /
$c
edited by Ioannis Hatzilygeroudis, Isidoros Perikos, Foteini Grivokostopoulou.
250
$a
1st ed. 2020.
264
1
$a
Singapore :
$b
Springer Singapore :
$b
Imprint: Springer,
$c
2020.
300
$a
XIV, 161 p. 60 illus., 45 illus. in color.
$b
online resource.
336
$a
text
$b
txt
$2
rdacontent
337
$a
computer
$b
c
$2
rdamedia
338
$a
online resource
$b
cr
$2
rdacarrier
347
$a
text file
$b
PDF
$2
rda
490
1
$a
Smart Innovation, Systems and Technologies,
$x
2190-3018 ;
$v
170
505
0
$a
Aligning Learning Materials and Assessment with Course Learning Outcomes in MOOCs using Data Mining Techniques -- Edge-Centric Queries Stream Management based on an Ensemble Model -- Bitcoin Price Prediction Combining Data and Text Mining -- Towards New Evaluation Metrics for Relational Learning -- Color Models for Skin Lesions Classification from Dermatoscopic Images -- Methods of Statistical Analysis and Machine Learning for the Evaluation of Generated Hardware and Firmware Designs -- Genetic Algorithms for Creating Large Job Shop Dispatching Rules.
520
$a
This book presents a number of research efforts in combining AI methods or techniques to solve complex problems in various areas. The combination of different intelligent methods is an active research area in artificial intelligence (AI), since it is believed that complex problems can be more easily solved with integrated or hybrid methods, such as combinations of different soft computing methods (fuzzy logic, neural networks, and evolutionary algorithms) among themselves or with hard AI technologies like logic and rules; machine learning with soft computing and classical AI methods; and agent-based approaches with logic and non-symbolic approaches. Some of the combinations are already extensively used, including neuro-symbolic methods, neuro-fuzzy methods, and methods combining rule-based and case-based reasoning. However, other combinations are still being investigated, such as those related to the semantic web, deep learning and swarm intelligence algorithms. Most are connected with specific applications, while the rest are based on principles.
650
2 4
$a
Communications Engineering, Networks.
$3
669809
650
2 4
$a
Artificial Intelligence.
$3
646849
650
1 4
$a
Computational Intelligence.
$3
768837
650
0
$a
Electrical engineering.
$3
596380
650
0
$a
Artificial intelligence.
$3
559380
650
0
$a
Computational intelligence.
$3
568984
700
1
$a
Grivokostopoulou, Foteini.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1314526
700
1
$a
Perikos, Isidoros.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1314525
700
1
$a
Hatzilygeroudis, Ioannis.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
785357
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
776
0 8
$i
Printed edition:
$z
9789811519178
776
0 8
$i
Printed edition:
$z
9789811519192
776
0 8
$i
Printed edition:
$z
9789811519208
830
0
$a
Smart Innovation, Systems and Technologies,
$x
2190-3018 ;
$v
37
$3
1255196
856
4 0
$u
https://doi.org/10.1007/978-981-15-1918-5
912
$a
ZDB-2-INR
912
$a
ZDB-2-SXIT
950
$a
Intelligent Technologies and Robotics (SpringerNature-42732)
950
$a
Intelligent Technologies and Robotics (R0) (SpringerNature-43728)
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入