國立虎尾科技大學 |

Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough/ edited by Vinit Kumar Gunjan, Jacek M. Zurada.
其他作者:	Zurada, Jacek M.
面頁冊數:	XI, 558 p. 309 illus., 239 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Machine Learning. -
電子資源:	https://doi.org/10.1007/978-3-030-96634-8
ISBN:	9783030966348

Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough
Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough[electronic resource] /edited by Vinit Kumar Gunjan, Jacek M. Zurada. - 1st ed. 2022. - XI, 558 p. 309 illus., 239 illus. in color.online resource. - Studies in Computational Intelligence,10271860-9503 ;. - Studies in Computational Intelligence,564.

Detection of Parkinsons disease using machine learning -- East Meets West: Sentiment Analysis for Election Prediction -- Performance of Machine Learning Algorithms to Predict Right Mutual Funds of Indian Companies -- Stock Market Prediction by Incorporating News Sentiments Using Bert -- Natural selection based recommendation system for personalization of point of interests using Linguistic techniques -- Deep Learning Techniques for COVID-19 Pandemic: - Application of Transfer Learning in Deep Networks -- Comparison of Various Segmentation Techniques in Diabetic Retinopathy-A Review -- Review on insight into elliptic curve cryptography -- Design and implementation of identifying points on elliptic curve efficiently using Java -- Multilingual Information Retrieval Chatbot -- Using Telematics Data For Traffic And Road Mishaps Prediction And Analysis Of Driver Behavior -- Prediction of Diabetes using various Feature Selection and Machine Learning Paradigms -- Study and Survey of Depression Analysis and Prediction in Perspective of Machine Learning Approach -- Matching Pattern in DNA Sequences Using Machine Learning Approach Based on K-Mer Function -- Prediction of Movie Genres Based on its Synopsis and Title Using BiLSTM -- Blockchain based cryptocurrencies’ fundamental and its comparison -- Hierarchical Deep Learning Network based Framework for Disaster Event Detection -- Agronomy prediction by stream fractal clustering on geo map in real-time -- Isolated Microgrid Combined Economic Emission Dispatch Using Jellyfish Search Optimizer -- Analysis of Multiple Component Based CNN for Similar Citrus Species Classification -- Facial Recognition using Image Encoding (Alternate method) -- An Innovative Rapid Cursor Control System using Eye Movement for a Physically Challenged Person -- Stroke Awareness ChatBot Assistant with Stroke Risk Prediction using Demographic Data -- Object Detection Using SSD MobileNet on Indian Dataset -- Machine Learning Algorithms for DDOS Attack Detection in Cybersecurity -- Signature Extraction from Bilingual Document Images Using Blobs Method -- A Review of Routing Algorithms in Internet of Things -- Early Identification of Rumors in social media: A Survey -- Music Recommendation System using Speech-Based Emotion Recognition -- Safety and Prevention Measure to Reduce the Spread of Corona Virus at Places of Mass Human Navigation-A precautious way to Protect from Covid-19 -- Contaminant sole disinfectant – A methodical approach to reduce the spread of COVID -- Effective Monitoring of Onion Production Stored in Ware House to Reduce the Commercial Commodity Wastage and Improve Reutilization -- Covid-19 Tracker App Using Android Based Application Program to track the Covid-19 cases all over the countries -- Self defence system for Women Safety with Location Tracking and SMS alerting through GPS & GSM Networks -- Raspberry Pi Based Crowd and Facemask Detection with Email and Message Alert -- Driver State Analysis Using Ai to Avoid Road Accidents -- Person identity and gender estimation using Gait Biometrics: A Review -- Design and Development of a CNN model based Android application for detection of plant leaf diseases in-home grown plants in Saudi Arabia -- Melanoma Skin Segmentation Process Using PCA and morphological methods -- Safety Locker System with Image Identification by Using Iot -- Simultaneous scheduling of machines, tools and jobs in multimachine flexible manufacturing system by using Black Widow Optimization algorithm.-Design and Development of Voice and Gesture Controlled Multitasking Robot -- Novel Method for the Segmentation of Brain Images Using the FCM Clustering Approach As Well as Rough Set -- IoT Based Live Monitoring Public Transportation Security System By Using Raspberry Pi, GSM& GPS -- Integrating of Aquaculture and Agriculture by using IoT Technology. Study of Mechanical Properties on Hybrid Fibre Reinforced Concrete -- Experimental Investigation on Effect of Magnetic Water on Concrete by Partial Replacement of Cement with Steel Slag and Quartz Powder -- ENHANCED SECURITY FOR SMART Door Using Biometrics And Otp -- An Enhanced Image Processing model for earlier Detection and Analysis of Diabetic Foot Hyperthermia through Cognitive approach -- Intelligent Greenhouse Monitoring and Automatic Controlling Protocol by using Python on Raspberry Pi -- Design of Smart Classroom In Educational Institutes for Smart And A Sustainable Campus Based on Internet Of Things.

This book provides a systematic and comprehensive overview of AI and machine learning which have got the ability to identify patterns in large and complex data sets. A remarkable success has been experienced in the last decade by emulating the brain computer interface. It presents the cognitive science methods and technologies that have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focuses on audiences interested in machine learning, cognitive and neuro-inspired computational systems, their theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions on applications of machine learning and cognitive science such as healthcare products, medical electronics, and gaming.

ISBN: 9783030966348

Standard No.: 10.1007/978-3-030-96634-8doiSubjects--Topical Terms:

1137723
Machine Learning.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough
LDR:07216nam a22004095i 4500 001 1093120
003 DE-He213
005 20220422112614.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783030966348 $9 978-3-030-96634-8
024 7 $a 10.1007/978-3-030-96634-8 $2 doi
035 $a 978-3-030-96634-8
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 Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough $h [electronic resource] / $c edited by Vinit Kumar Gunjan, Jacek M. Zurada.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XI, 558 p. 309 illus., 239 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 Studies in Computational Intelligence, $x 1860-9503 ; $v 1027
505 0 $a Detection of Parkinsons disease using machine learning -- East Meets West: Sentiment Analysis for Election Prediction -- Performance of Machine Learning Algorithms to Predict Right Mutual Funds of Indian Companies -- Stock Market Prediction by Incorporating News Sentiments Using Bert -- Natural selection based recommendation system for personalization of point of interests using Linguistic techniques -- Deep Learning Techniques for COVID-19 Pandemic: - Application of Transfer Learning in Deep Networks -- Comparison of Various Segmentation Techniques in Diabetic Retinopathy-A Review -- Review on insight into elliptic curve cryptography -- Design and implementation of identifying points on elliptic curve efficiently using Java -- Multilingual Information Retrieval Chatbot -- Using Telematics Data For Traffic And Road Mishaps Prediction And Analysis Of Driver Behavior -- Prediction of Diabetes using various Feature Selection and Machine Learning Paradigms -- Study and Survey of Depression Analysis and Prediction in Perspective of Machine Learning Approach -- Matching Pattern in DNA Sequences Using Machine Learning Approach Based on K-Mer Function -- Prediction of Movie Genres Based on its Synopsis and Title Using BiLSTM -- Blockchain based cryptocurrencies’ fundamental and its comparison -- Hierarchical Deep Learning Network based Framework for Disaster Event Detection -- Agronomy prediction by stream fractal clustering on geo map in real-time -- Isolated Microgrid Combined Economic Emission Dispatch Using Jellyfish Search Optimizer -- Analysis of Multiple Component Based CNN for Similar Citrus Species Classification -- Facial Recognition using Image Encoding (Alternate method) -- An Innovative Rapid Cursor Control System using Eye Movement for a Physically Challenged Person -- Stroke Awareness ChatBot Assistant with Stroke Risk Prediction using Demographic Data -- Object Detection Using SSD MobileNet on Indian Dataset -- Machine Learning Algorithms for DDOS Attack Detection in Cybersecurity -- Signature Extraction from Bilingual Document Images Using Blobs Method -- A Review of Routing Algorithms in Internet of Things -- Early Identification of Rumors in social media: A Survey -- Music Recommendation System using Speech-Based Emotion Recognition -- Safety and Prevention Measure to Reduce the Spread of Corona Virus at Places of Mass Human Navigation-A precautious way to Protect from Covid-19 -- Contaminant sole disinfectant – A methodical approach to reduce the spread of COVID -- Effective Monitoring of Onion Production Stored in Ware House to Reduce the Commercial Commodity Wastage and Improve Reutilization -- Covid-19 Tracker App Using Android Based Application Program to track the Covid-19 cases all over the countries -- Self defence system for Women Safety with Location Tracking and SMS alerting through GPS & GSM Networks -- Raspberry Pi Based Crowd and Facemask Detection with Email and Message Alert -- Driver State Analysis Using Ai to Avoid Road Accidents -- Person identity and gender estimation using Gait Biometrics: A Review -- Design and Development of a CNN model based Android application for detection of plant leaf diseases in-home grown plants in Saudi Arabia -- Melanoma Skin Segmentation Process Using PCA and morphological methods -- Safety Locker System with Image Identification by Using Iot -- Simultaneous scheduling of machines, tools and jobs in multimachine flexible manufacturing system by using Black Widow Optimization algorithm.-Design and Development of Voice and Gesture Controlled Multitasking Robot -- Novel Method for the Segmentation of Brain Images Using the FCM Clustering Approach As Well as Rough Set -- IoT Based Live Monitoring Public Transportation Security System By Using Raspberry Pi, GSM& GPS -- Integrating of Aquaculture and Agriculture by using IoT Technology. Study of Mechanical Properties on Hybrid Fibre Reinforced Concrete -- Experimental Investigation on Effect of Magnetic Water on Concrete by Partial Replacement of Cement with Steel Slag and Quartz Powder -- ENHANCED SECURITY FOR SMART Door Using Biometrics And Otp -- An Enhanced Image Processing model for earlier Detection and Analysis of Diabetic Foot Hyperthermia through Cognitive approach -- Intelligent Greenhouse Monitoring and Automatic Controlling Protocol by using Python on Raspberry Pi -- Design of Smart Classroom In Educational Institutes for Smart And A Sustainable Campus Based on Internet Of Things.
520 $a This book provides a systematic and comprehensive overview of AI and machine learning which have got the ability to identify patterns in large and complex data sets. A remarkable success has been experienced in the last decade by emulating the brain computer interface. It presents the cognitive science methods and technologies that have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focuses on audiences interested in machine learning, cognitive and neuro-inspired computational systems, their theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions on applications of machine learning and cognitive science such as healthcare products, medical electronics, and gaming.
650 2 4 $a Machine Learning. $3 1137723
650 2 4 $a Artificial Intelligence. $3 646849
650 1 4 $a Computational Intelligence. $3 768837
650 0 $a Machine learning. $3 561253
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computational intelligence. $3 568984
700 1 $a Zurada, Jacek M. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 680437
700 1 $a Gunjan, Vinit Kumar. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1064228
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030966331
776 0 8 $i Printed edition: $z 9783030966355
776 0 8 $i Printed edition: $z 9783030966362
830 0 $a Studies in Computational Intelligence, $x 1860-949X ; $v 564 $3 1253640
856 4 0 $u https://doi.org/10.1007/978-3-030-96634-8
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)