001431644 000__ 06941cam\a2200661\a\4500
001431644 001__ 1431644
001431644 003__ OCoLC
001431644 005__ 20230309003233.0
001431644 006__ m\\\\\o\\d\\\\\\\\
001431644 007__ cr\un\nnnunnun
001431644 008__ 200704s2021\\\\sz\\\\\\o\\\\\101\0\eng\d
001431644 019__ $$a1162425911$$a1162845848$$a1176559728$$a1182527991$$a1183403965
001431644 020__ $$a9783030510411$$q(electronic bk.)
001431644 020__ $$a3030510417$$q(electronic bk.)
001431644 020__ $$z9783030510404$$q(print)
001431644 020__ $$z3030510409
001431644 0248_ $$a10.1007/978-3-030-51
001431644 035__ $$aSP(OCoLC)1163548828
001431644 040__ $$aEBLCP$$beng$$epn$$cEBLCP$$dGW5XE$$dLQU$$dYDX$$dOCLCO$$dOCLCF$$dOCLCO$$dCOM$$dOCLCQ$$dOCLCO$$dOCLCQ
001431644 049__ $$aISEA
001431644 050_4 $$aQP360.7$$b.I58 2020eb
001431644 08204 $$a620.82$$223
001431644 1112_ $$aInternational Conference on Neuroergonomics and Cognitive Engineering$$d(2020 :$$cOnline)
001431644 24510 $$aAdvances in neuroergonomics and cognitive engineering :$$bproceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology, July 16-20, 2020, USA /$$cHasan Ayaz, Umer Asgher, editors.
001431644 260__ $$aCham :$$bSpringer,$$c[2021]
001431644 300__ $$a1 online resource (458 pages)
001431644 336__ $$atext$$btxt$$2rdacontent
001431644 337__ $$acomputer$$bc$$2rdamedia
001431644 338__ $$aonline resource$$bcr$$2rdacarrier
001431644 4901_ $$aAdvances in Intelligent Systems and Computing ;$$vv. 1201
001431644 500__ $$aInternational conference proceedings.
001431644 500__ $$aChanges in Brain Activity After the Sternberg and Cognitive Judgment Tasks
001431644 500__ $$aIncludes author index.
001431644 5050_ $$aIntro -- Advances in Human Factors and Ergonomics 2020 -- Preface -- Contents -- Machine Learning in Cognitive Neuroimaging -- A Comparative Study on Epileptic Seizure Detection Methods -- Abstract -- 1 Introduction -- 2 Feature Selection -- 3 Classification -- 3.1 Support Vector Machine -- 3.2 K Nearest Neighbor -- 3.3 Convolutional Neural Network -- 4 Performance Metrics -- 5 Results -- Acknowledgments -- References -- Fractional Order Modeling of Brain Signals -- Abstract -- 1 Introduction -- 2 Mathematical Model -- 2.1 Moving Average Model (MA) -- 2.2 Autoregressive Model (AR)
001431644 5058_ $$a2.3 Autoregressive Moving Average Model (ARMA) -- 2.4 Autoregressive Integrated Moving Average (ARIMA) -- 2.5 Autoregressive Fractional Integrated Moving Average (ARFIMA) -- 3 ARFIMA Parameter Estimation -- 4 Model Estimation -- 5 Simulation Results -- 6 Conclusion and Future Work -- Acknowledgments -- References -- Neural Correlation of Brain Activities and Gaming Using Functional Near-Infrared Spectroscopy and Iowa Gambling Task -- Abstract -- 1 Introduction -- 1.1 Functional Near-Infrared Spectroscopy (fNIRS) -- 1.2 Iowa Gambling Task (IGT) -- 2 Materials and Methods -- 2.1 Participants
001431644 5058_ $$a2.2 Experimental Task -- 2.3 Data Acquisition -- 2.4 fNIRS Data Pre-processing -- 3 Results -- 3.1 Descriptive Statistics -- 3.2 fNIRS Data -- 3.3 Behavioral Task -- Iowa Gambling Task Data -- 4 Discussion and Conclusion -- Acknowledgments -- References -- Machine Learning Approaches and Neuroimaging in Cognitive Functions of the Human Brain: A Review -- Abstract -- 1 Introduction -- 2 Current Research on Machine Learning Application in Neuroimaging -- 3 Summary -- References -- Algorithm for Assessing Auditory Images Perception and Verbal Information -- Abstract -- 1 Introduction -- 2 Methods
001431644 5058_ $$a3 Outcomes -- 4 Discussion -- 5 Conclusion -- References -- A Review on Applications of Soft Computing Techniques in Neuroergonomics During the Last Decade -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Sources and Search Methods -- 3 Soft Computing Methodologies -- 4 Soft Computing Applications in Neuroergonomics -- 4.1 Assessment of Mental Workload -- 4.2 Mental Workload Prediction -- 4.3 Mental Workload Classification -- 4.4 Mental Fatigue and Vigilance -- 5 Discussion and Conclusion -- References -- Cognitive Function Assessment
001431644 5058_ $$aQuantification of Social Media Influence on Behavior Using Psychophysiological Profiles -- Abstract -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- Acknowledgments -- References -- Understanding the Cognitive Demands of the Purdue Pegboard Test: An fNIRs Study -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Participants -- 2.2 Purdue Pegboard Test -- 3 Protocol -- 4 Experimental Device -- 5 Statistical Analysis -- 6 Results -- 6.1 Dorsolateral Prefrontal Cortex (LDLPFC) -- 6.2 Ventromedial Prefrontal Cortex (VmPFC)_ -- 7 Discussion -- Acknowledgements -- References
001431644 506__ $$aAccess limited to authorized users.
001431644 520__ $$aThis book offers broad overview of the field of cognitive engineering and neuroergonomics, covering emerging practices and future trends toward the harmonious integration of human operators and computer systems. It presents novel theoretical findings on mental workload and stress, activity theory, human reliability, error and risk, and a wealth of cutting-edge applications, such as strategies to make assistive technologies more user-oriented. Further, the book describes key advances in our understanding of cognitive processes, including mechanisms of perception, memory, reasoning, and motor response, with a particular focus on their role in interactions between humans and other elements of computer-based systems. Gathering the proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology, held on 16-20 July 2020, this book provides extensive and timely information for human-computer interaction researchers, human factors engineers and interaction designers, as well as decision-makers.
001431644 588__ $$aDescription based on print version record.
001431644 650_0 $$aNeuroergonomics$$vCongresses.
001431644 650_6 $$aNeuroergonomie$$vCongrès.
001431644 655_7 $$aConference papers and proceedings$$2fast$$0(OCoLC)fst01423772
001431644 655_7 $$aConference papers and proceedings.$$2lcgft
001431644 655_7 $$aActes de congrès.$$2rvmgf
001431644 655_0 $$aElectronic books.
001431644 7001_ $$aAyaz, Hasan.
001431644 7001_ $$aAsgher, Umer.
001431644 7112_ $$aInternational Conference on Applied Human Factors and Ergonomics and the Affiliated Conferences$$n(11th :$$d2020 :$$cOnline)
001431644 77608 $$iPrint version:$$aAyaz, Hasan.$$tAdvances in Neuroergonomics and Cognitive Engineering : Proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology, July 16-20, 2020, USA.$$dCham : Springer, ©2020$$z9783030510404
001431644 830_0 $$aAdvances in intelligent systems and computing ;$$v1201.
001431644 852__ $$bebk
001431644 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-51041-1$$zOnline Access$$91397441.1
001431644 909CO $$ooai:library.usi.edu:1431644$$pGLOBAL_SET
001431644 980__ $$aBIB
001431644 980__ $$aEBOOK
001431644 982__ $$aEbook
001431644 983__ $$aOnline
001431644 994__ $$a92$$bISE