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Advances in Mobile Computing and Multimedia Intelligence [[electronic resource] ] : 21st International Conference, MoMM 2023, Denpasar, Bali, Indonesia, December 4–6, 2023, Proceedings / / edited by Pari Delir Haghighi, Ismail Khalil, Gabriele Kotsis, Ngurah Agus Sanjaya ER
| Advances in Mobile Computing and Multimedia Intelligence [[electronic resource] ] : 21st International Conference, MoMM 2023, Denpasar, Bali, Indonesia, December 4–6, 2023, Proceedings / / edited by Pari Delir Haghighi, Ismail Khalil, Gabriele Kotsis, Ngurah Agus Sanjaya ER |
| Autore | Delir Haghighi Pari |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (196 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) |
KhalilIsmail
KotsisGabriele ERNgurah Agus Sanjaya |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Application software
Computers Computer engineering Computer networks Artificial intelligence Computer and Information Systems Applications Computing Milieux Computer Engineering and Networks Artificial Intelligence |
| ISBN | 3-031-48348-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Security in Mobile Environments: Anonymously publishing liveness signals with plausible deniability -- Analysis of data obtained from the mobile botnet -- On the Impact of FFP2 Face Masks on Speaker Verification for Mobile Device Authentication -- Blockchain-Enhanced IoHT: A Patient-Centric Internet of Healthcare Things Platform with Smart Contract-Driven Data Management -- Federated Learning for Collaborative Cybersecurity of Distributed Healthcare -- Mobile Computing and Wireless Sensors: Does Use of Blink Interface Affect Number of Blinks When Reading Paper Books? -- A Method for Stimuli Control of Carbonated Beverages by Estimating and Reducing Carbonation Level -- A Knee Injury Prevention System by Continuous Knee Angle Recognition using Stretch Sensors -- Ubiquitous Mobile Application for Conducting Occupational Therapy in Children with ADHD -- Wearable Device Supporting Light/Dark Adaptation -- Image and Video Processing: Face to Face with Efficiency: Real-Time Face Recognition Pipelines on Embedded Devices -- Multi-camera Live Video Streaming over Wireless Network -- Effects of Deep Generative AutoEncoder Based Image Compression on Face Attribute Recognition: A Comprehensive Study -- Implementation of a Video Game controlled by Pressing the Upper Arm using PPG Sensor -- Immerscape: Supporting the creation of Immersive Soundscapes by users in Cultural Heritage contexts. |
| Record Nr. | UNISA-996565866703316 |
Delir Haghighi Pari
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Mobile Computing and Multimedia Intelligence [[electronic resource] ] : 21st International Conference, MoMM 2023, Denpasar, Bali, Indonesia, December 4–6, 2023, Proceedings / / edited by Pari Delir Haghighi, Ismail Khalil, Gabriele Kotsis, Ngurah Agus Sanjaya ER
| Advances in Mobile Computing and Multimedia Intelligence [[electronic resource] ] : 21st International Conference, MoMM 2023, Denpasar, Bali, Indonesia, December 4–6, 2023, Proceedings / / edited by Pari Delir Haghighi, Ismail Khalil, Gabriele Kotsis, Ngurah Agus Sanjaya ER |
| Autore | Delir Haghighi Pari |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (196 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) |
KhalilIsmail
KotsisGabriele ERNgurah Agus Sanjaya |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Application software
Computers Computer engineering Computer networks Artificial intelligence Computer and Information Systems Applications Computing Milieux Computer Engineering and Networks Artificial Intelligence |
| ISBN | 3-031-48348-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Security in Mobile Environments: Anonymously publishing liveness signals with plausible deniability -- Analysis of data obtained from the mobile botnet -- On the Impact of FFP2 Face Masks on Speaker Verification for Mobile Device Authentication -- Blockchain-Enhanced IoHT: A Patient-Centric Internet of Healthcare Things Platform with Smart Contract-Driven Data Management -- Federated Learning for Collaborative Cybersecurity of Distributed Healthcare -- Mobile Computing and Wireless Sensors: Does Use of Blink Interface Affect Number of Blinks When Reading Paper Books? -- A Method for Stimuli Control of Carbonated Beverages by Estimating and Reducing Carbonation Level -- A Knee Injury Prevention System by Continuous Knee Angle Recognition using Stretch Sensors -- Ubiquitous Mobile Application for Conducting Occupational Therapy in Children with ADHD -- Wearable Device Supporting Light/Dark Adaptation -- Image and Video Processing: Face to Face with Efficiency: Real-Time Face Recognition Pipelines on Embedded Devices -- Multi-camera Live Video Streaming over Wireless Network -- Effects of Deep Generative AutoEncoder Based Image Compression on Face Attribute Recognition: A Comprehensive Study -- Implementation of a Video Game controlled by Pressing the Upper Arm using PPG Sensor -- Immerscape: Supporting the creation of Immersive Soundscapes by users in Cultural Heritage contexts. |
| Record Nr. | UNINA-9910766889603321 |
|
Delir Haghighi Pari
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Aging Friendly Technology for Health and Independence [[electronic resource] ] : 8th International Conference on Smart Homes and Health Telematics, ICOST 2010, Seoul, Korea, June 22-24, 2010, Proceedings / / edited by Yeunsook Lee, Z. Zenn Bien, Mounir Mokhtari, Jeong Tai Kim, Mignon Park, Jongbae Kim, Heyoung Lee, Ismail Khalil
| Aging Friendly Technology for Health and Independence [[electronic resource] ] : 8th International Conference on Smart Homes and Health Telematics, ICOST 2010, Seoul, Korea, June 22-24, 2010, Proceedings / / edited by Yeunsook Lee, Z. Zenn Bien, Mounir Mokhtari, Jeong Tai Kim, Mignon Park, Jongbae Kim, Heyoung Lee, Ismail Khalil |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XIV, 272 p. 106 illus.) |
| Disciplina | 362.40483 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Computer communication systems
Special purpose computers User interfaces (Computer systems) Application software Artificial intelligence Optical data processing Computer Communication Networks Special Purpose and Application-Based Systems User Interfaces and Human Computer Interaction Information Systems Applications (incl. Internet) Artificial Intelligence Image Processing and Computer Vision |
| ISBN |
1-280-38734-3
9786613565266 3-642-13778-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Smart Home and Village -- A Supplementary Automatic Door Device for Hybrid Support of Humans and Robots -- Automatic Service Composition with Heterogeneous Service-Oriented Architectures -- A Flexible Privacy and Trust Based Context-Aware Secure Framework -- Security, Privacy, and Dependability in Smart Homes: A Pattern Catalog Approach -- A Taxonomy Driven Approach towards Evaluating Pervasive Computing System -- A Robotic System for Home Security Enhancement -- Why Is My Home Not Smart? -- Augmented Photoframe for Interactive Smart Space -- Health Telematics and Healthcare Technology -- Unobtrusive Sleep Posture Detection for Elder-Care in Smart Home -- Context-Aware Personal Diet Suggestion System -- Multimodal Situational Awareness for Eldercare -- Mobile Personal Health Care System for Patients with Diabetes -- Estimation of Instantaneous Bandwidth and Reconstruction of Noisy ECG Signal Measured by a 24- Hour Continuous Healthcare System for the Elderly and People with Disabilities -- Changing ICT for Client/Patient Management and Clinical Information in Residential and Community Aged Care Services in Regional Australia: Structured Interviews with Service Managers -- An Action-Based Behavior Model for Persuasive Telehealth -- Real-Time Monitoring of Potential Effects of Neuroprotection by Acupuncture in Global Ischemic Model of Hyperglycemic Rats -- Interactive Web-Phone Technology to Support and Optimize Care Plans for Aging and People with Disabilities -- Aging Friendly and Enabling Technology -- Use Cases for Abnormal Behaviour Detection in Smart Homes -- Design of Novel Feeding Robot for Korean Food -- Mild Dementia Care at Home – Integrating Activity Monitoring, User Interface Plasticity and Scenario Verification -- Behavior-Based Needs of Older Adults Concerning Aging-Friendly Digital Home Applications Using a Web-Based Survey -- Object Recognition and Ontology for Manipulation with an Assistant Robot -- Abnormality Detection for Improving Elder’s Daily Life Independent -- AAL 4 ALL – A Matter of User Experience -- Creating Digital Life Stories through Activity Recognition with Image Filtering -- Vowel Formant Characterization of Jaw Movements and Tongue Displacement for Possible Use in the Articulation Training Support System for the Hearing Impaired -- Short Papers -- Requirements for the Deployment of Sensor Based Recognition Systems for Ambient Assistive Living -- 3D Matching applied ICP Algorithm for 3D Facial Avatar Modeling Using Stereo Camera -- System for Tracking Human Position by Multiple Laser Range Finders Deployed in Existing Home Environment -- Implementation of Daily Activity Management Service System with Smart Grid -- Gesture-Based Interface Using Baby Signs for the Elderly and People with Mobility Impairment in a Smart House Environment -- Quantitative Approach of Remote Accessibility Assessment System (RAAS) in Telerehabilitation -- Indoor and Outdoor Localization Architecture for Pervasive Environment -- Undernutrition Prevention for Disabled and Elderly People in Smart Home with Bayesian Networks and RFID Sensors -- A Platform for a More Widespread Adoption of AAL -- A Guideline-Driven Platform for Healthcare Services in Smart Home Environments -- Virtual MIMO Based Wireless Communication for Remote Medical Condition Monitoring -- HealthQuest: Technology That Encourages Physical Activity in the Workplace -- A Reliable Fall Detection System Based on Wearable Sensor and Signal Magnitude Area for Elderly Residents. |
| Record Nr. | UNISA-996465666103316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Aging Friendly Technology for Health and Independence [[electronic resource] ] : 8th International Conference on Smart Homes and Health Telematics, ICOST 2010, Seoul, Korea, June 22-24, 2010, Proceedings / / edited by Yeunsook Lee, Z. Zenn Bien, Mounir Mokhtari, Jeong Tai Kim, Mignon Park, Jongbae Kim, Heyoung Lee, Ismail Khalil
| Aging Friendly Technology for Health and Independence [[electronic resource] ] : 8th International Conference on Smart Homes and Health Telematics, ICOST 2010, Seoul, Korea, June 22-24, 2010, Proceedings / / edited by Yeunsook Lee, Z. Zenn Bien, Mounir Mokhtari, Jeong Tai Kim, Mignon Park, Jongbae Kim, Heyoung Lee, Ismail Khalil |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XIV, 272 p. 106 illus.) |
| Disciplina | 362.40483 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Computer communication systems
Special purpose computers User interfaces (Computer systems) Application software Artificial intelligence Optical data processing Computer Communication Networks Special Purpose and Application-Based Systems User Interfaces and Human Computer Interaction Information Systems Applications (incl. Internet) Artificial Intelligence Image Processing and Computer Vision |
| ISBN |
1-280-38734-3
9786613565266 3-642-13778-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Smart Home and Village -- A Supplementary Automatic Door Device for Hybrid Support of Humans and Robots -- Automatic Service Composition with Heterogeneous Service-Oriented Architectures -- A Flexible Privacy and Trust Based Context-Aware Secure Framework -- Security, Privacy, and Dependability in Smart Homes: A Pattern Catalog Approach -- A Taxonomy Driven Approach towards Evaluating Pervasive Computing System -- A Robotic System for Home Security Enhancement -- Why Is My Home Not Smart? -- Augmented Photoframe for Interactive Smart Space -- Health Telematics and Healthcare Technology -- Unobtrusive Sleep Posture Detection for Elder-Care in Smart Home -- Context-Aware Personal Diet Suggestion System -- Multimodal Situational Awareness for Eldercare -- Mobile Personal Health Care System for Patients with Diabetes -- Estimation of Instantaneous Bandwidth and Reconstruction of Noisy ECG Signal Measured by a 24- Hour Continuous Healthcare System for the Elderly and People with Disabilities -- Changing ICT for Client/Patient Management and Clinical Information in Residential and Community Aged Care Services in Regional Australia: Structured Interviews with Service Managers -- An Action-Based Behavior Model for Persuasive Telehealth -- Real-Time Monitoring of Potential Effects of Neuroprotection by Acupuncture in Global Ischemic Model of Hyperglycemic Rats -- Interactive Web-Phone Technology to Support and Optimize Care Plans for Aging and People with Disabilities -- Aging Friendly and Enabling Technology -- Use Cases for Abnormal Behaviour Detection in Smart Homes -- Design of Novel Feeding Robot for Korean Food -- Mild Dementia Care at Home – Integrating Activity Monitoring, User Interface Plasticity and Scenario Verification -- Behavior-Based Needs of Older Adults Concerning Aging-Friendly Digital Home Applications Using a Web-Based Survey -- Object Recognition and Ontology for Manipulation with an Assistant Robot -- Abnormality Detection for Improving Elder’s Daily Life Independent -- AAL 4 ALL – A Matter of User Experience -- Creating Digital Life Stories through Activity Recognition with Image Filtering -- Vowel Formant Characterization of Jaw Movements and Tongue Displacement for Possible Use in the Articulation Training Support System for the Hearing Impaired -- Short Papers -- Requirements for the Deployment of Sensor Based Recognition Systems for Ambient Assistive Living -- 3D Matching applied ICP Algorithm for 3D Facial Avatar Modeling Using Stereo Camera -- System for Tracking Human Position by Multiple Laser Range Finders Deployed in Existing Home Environment -- Implementation of Daily Activity Management Service System with Smart Grid -- Gesture-Based Interface Using Baby Signs for the Elderly and People with Mobility Impairment in a Smart House Environment -- Quantitative Approach of Remote Accessibility Assessment System (RAAS) in Telerehabilitation -- Indoor and Outdoor Localization Architecture for Pervasive Environment -- Undernutrition Prevention for Disabled and Elderly People in Smart Home with Bayesian Networks and RFID Sensors -- A Platform for a More Widespread Adoption of AAL -- A Guideline-Driven Platform for Healthcare Services in Smart Home Environments -- Virtual MIMO Based Wireless Communication for Remote Medical Condition Monitoring -- HealthQuest: Technology That Encourages Physical Activity in the Workplace -- A Reliable Fall Detection System Based on Wearable Sensor and Signal Magnitude Area for Elderly Residents. |
| Record Nr. | UNINA-9910483484203321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Ambient Assistive Health and Wellness Management in the Heart of the City [[electronic resource] ] : 7th International Conference on Smart Homes and Health Telematics, ICOST 2009, Tours, France, July 1-3, 2009, Proceedings / / edited by Mokhtari Mounir, Ismail Khalil, Jérémy Bauchet, Daqing Zhang, Chris D. Nugent
| Ambient Assistive Health and Wellness Management in the Heart of the City [[electronic resource] ] : 7th International Conference on Smart Homes and Health Telematics, ICOST 2009, Tours, France, July 1-3, 2009, Proceedings / / edited by Mokhtari Mounir, Ismail Khalil, Jérémy Bauchet, Daqing Zhang, Chris D. Nugent |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XV, 309 p.) |
| Disciplina | 004 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Computers and civilization
Geriatrics Bioinformatics Special purpose computers Optical data processing Pattern recognition Computers and Society Geriatrics/Gerontology Computational Biology/Bioinformatics Special Purpose and Application-Based Systems Image Processing and Computer Vision Pattern Recognition |
| Soggetto genere / forma |
Congresses.
Kongress2009.Tours Conference papers and proceedings. Kongress. Tours (2009) |
| ISBN | 3-642-02868-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cognitive Assistance and Chronic Diseases Management -- Computer-Based Assessment of Bradykinesia, Akinesia and Rigidity in Parkinson’s Disease -- An Assistive Computerized System for Children with Intellectual and Learning Disabilities -- Design Challenges for Mobile Assistive Technologies Applied to People with Cognitive Impairments -- Mapping User Needs to Smartphone Services for Persons with Chronic Disease -- Trial Results of a Novel Cardiac Rhythm Management System Using Smart Phones and Wireless ECG Sensors -- Ambient Living Systems -- Participatory Medicine: Leveraging Social Networks in Telehealth Solutions -- A Case Study of an Ambient Living and Wellness Management Health Care Model in Australia -- Market Potential for Ambient Assisted Living Technology: The Case of Canada -- Service Continuity and Context Awareness -- An Ontology-Based Actuator Discovery and Invocation Framework in Home Care Systems -- Towards an Affective Aware Home -- Global System for Localization and Guidance of Dependant People: Indoor and Outdoor Technologies Integration -- An Architecture to Combine Context Awareness and Body Sensor Networks for Health Care Applications -- User Modeling and Human-Machine Interaction -- Multimodal Laser-Vision Approach for the Deictic Control of a Smart Wheelchair -- Pervasive Informatics and Persistent Actimetric Information in Health Smart Homes -- Interactive Calendar to Help Maintain Social Interactions for Elderly People and People with Mild Cognitive Impairments -- Situation-Theoretic Analysis of Human Intentions in a Smart Home Environment -- Multi-purpose Ambient Display System Supporting Various Media Objects -- Ambient Intelligence Modeling and Privacy Issues -- Towards a Task Supporting System with CBR Approach in Smart Home -- Appliance Recognition from Electric Current Signals for Information-Energy Integrated Network in Home Environments -- WIVA: WSN Monitoring Framework Based on 3D Visualization and Augmented Reality in Mobile Devices -- Environment Objects: A Novel Approach for Modeling Privacy in Pervasive Computing -- Privacy-Aware Web Services in Smart Homes -- Human Behavior and Activities Monitoring -- Concept and Design of a Video Monitoring System for Activity Recognition and Fall Detection -- Design and Trial Deployment of a Practical Sleep Activity Pattern Monitoring System -- A Rotating Roll-Call-Based Adaptive Failure Detection and Recovery Protocol for Smart Home Environments -- Fall Detection and Alert for Ageing-at-Home of Elderly -- ADL Monitoring System Using FSR Arrays and Optional 3-Axis Accelerometer -- Short Papers -- Efficient Incremental Plan Recognition Method for Cognitive Assistance -- Home Based Self-management of Chronic Diseases -- SOPRANO – An Ambient Assisted Living System for Supporting Older People at Home -- An Agent-Based Healthcare Support System in Ubiquitous Computing Environments -- A Ubiquitous Computing Environment to Support the Mobility of Users with Special Needs -- Evaluation Metrics for eHealth Services and Applications within Smart Houses Context -- Design and Implementation of Mobile Self-care System Using Voice and Facial Images -- Towards a Service Oriented Architecture (SOA) for Tele-Rehabilitation -- IP Multimedia Subsystem Technology for Ambient Assisted Living -- Enhancing OSGi: Semantic Add-ins for Service Oriented Collaborative Environments -- Using Web Services for Medication Management in a Smart Home Environment -- Service Reconfiguration in the DANAH Assistive System -- Model-Driven Development Approach for Providing Smart Home Services -- LET_ME: An Electronic Device to Help Elderly People with Their Home Medications -- Preferences of Healthcare Staff in the Way of Interacting with Robots Depending on Their Prior Knowledge of ICTs: Findings from Iward Project -- Research and Development Pathway of Rehabilitative and Assistive Robots at National Rehabilitation Center in Korea -- A Predictive Analysis of the Night-Day Activities Level of Older Patient in a Health Smart Home -- Spatiotemporal Data Acquisition Modalities for Smart Home Inhabitant Movement Behavioural Analysis -- Towards Improved Information Quality: The Integration of Body Area Network Data within Electronic Health Records -- Distributed Dynamic Self-adaptation of Data Management in Telemedicine Applications. |
| Record Nr. | UNISA-996465531203316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Ambient Assistive Health and Wellness Management in the Heart of the City [[electronic resource] ] : 7th International Conference on Smart Homes and Health Telematics, ICOST 2009, Tours, France, July 1-3, 2009, Proceedings / / edited by Mokhtari Mounir, Ismail Khalil, Jérémy Bauchet, Daqing Zhang, Chris D. Nugent
| Ambient Assistive Health and Wellness Management in the Heart of the City [[electronic resource] ] : 7th International Conference on Smart Homes and Health Telematics, ICOST 2009, Tours, France, July 1-3, 2009, Proceedings / / edited by Mokhtari Mounir, Ismail Khalil, Jérémy Bauchet, Daqing Zhang, Chris D. Nugent |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XV, 309 p.) |
| Disciplina | 004 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Computers and civilization
Geriatrics Bioinformatics Special purpose computers Optical data processing Pattern recognition Computers and Society Geriatrics/Gerontology Computational Biology/Bioinformatics Special Purpose and Application-Based Systems Image Processing and Computer Vision Pattern Recognition |
| Soggetto genere / forma |
Congresses.
Kongress2009.Tours Conference papers and proceedings. Kongress. Tours (2009) |
| ISBN | 3-642-02868-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cognitive Assistance and Chronic Diseases Management -- Computer-Based Assessment of Bradykinesia, Akinesia and Rigidity in Parkinson’s Disease -- An Assistive Computerized System for Children with Intellectual and Learning Disabilities -- Design Challenges for Mobile Assistive Technologies Applied to People with Cognitive Impairments -- Mapping User Needs to Smartphone Services for Persons with Chronic Disease -- Trial Results of a Novel Cardiac Rhythm Management System Using Smart Phones and Wireless ECG Sensors -- Ambient Living Systems -- Participatory Medicine: Leveraging Social Networks in Telehealth Solutions -- A Case Study of an Ambient Living and Wellness Management Health Care Model in Australia -- Market Potential for Ambient Assisted Living Technology: The Case of Canada -- Service Continuity and Context Awareness -- An Ontology-Based Actuator Discovery and Invocation Framework in Home Care Systems -- Towards an Affective Aware Home -- Global System for Localization and Guidance of Dependant People: Indoor and Outdoor Technologies Integration -- An Architecture to Combine Context Awareness and Body Sensor Networks for Health Care Applications -- User Modeling and Human-Machine Interaction -- Multimodal Laser-Vision Approach for the Deictic Control of a Smart Wheelchair -- Pervasive Informatics and Persistent Actimetric Information in Health Smart Homes -- Interactive Calendar to Help Maintain Social Interactions for Elderly People and People with Mild Cognitive Impairments -- Situation-Theoretic Analysis of Human Intentions in a Smart Home Environment -- Multi-purpose Ambient Display System Supporting Various Media Objects -- Ambient Intelligence Modeling and Privacy Issues -- Towards a Task Supporting System with CBR Approach in Smart Home -- Appliance Recognition from Electric Current Signals for Information-Energy Integrated Network in Home Environments -- WIVA: WSN Monitoring Framework Based on 3D Visualization and Augmented Reality in Mobile Devices -- Environment Objects: A Novel Approach for Modeling Privacy in Pervasive Computing -- Privacy-Aware Web Services in Smart Homes -- Human Behavior and Activities Monitoring -- Concept and Design of a Video Monitoring System for Activity Recognition and Fall Detection -- Design and Trial Deployment of a Practical Sleep Activity Pattern Monitoring System -- A Rotating Roll-Call-Based Adaptive Failure Detection and Recovery Protocol for Smart Home Environments -- Fall Detection and Alert for Ageing-at-Home of Elderly -- ADL Monitoring System Using FSR Arrays and Optional 3-Axis Accelerometer -- Short Papers -- Efficient Incremental Plan Recognition Method for Cognitive Assistance -- Home Based Self-management of Chronic Diseases -- SOPRANO – An Ambient Assisted Living System for Supporting Older People at Home -- An Agent-Based Healthcare Support System in Ubiquitous Computing Environments -- A Ubiquitous Computing Environment to Support the Mobility of Users with Special Needs -- Evaluation Metrics for eHealth Services and Applications within Smart Houses Context -- Design and Implementation of Mobile Self-care System Using Voice and Facial Images -- Towards a Service Oriented Architecture (SOA) for Tele-Rehabilitation -- IP Multimedia Subsystem Technology for Ambient Assisted Living -- Enhancing OSGi: Semantic Add-ins for Service Oriented Collaborative Environments -- Using Web Services for Medication Management in a Smart Home Environment -- Service Reconfiguration in the DANAH Assistive System -- Model-Driven Development Approach for Providing Smart Home Services -- LET_ME: An Electronic Device to Help Elderly People with Their Home Medications -- Preferences of Healthcare Staff in the Way of Interacting with Robots Depending on Their Prior Knowledge of ICTs: Findings from Iward Project -- Research and Development Pathway of Rehabilitative and Assistive Robots at National Rehabilitation Center in Korea -- A Predictive Analysis of the Night-Day Activities Level of Older Patient in a Health Smart Home -- Spatiotemporal Data Acquisition Modalities for Smart Home Inhabitant Movement Behavioural Analysis -- Towards Improved Information Quality: The Integration of Body Area Network Data within Electronic Health Records -- Distributed Dynamic Self-adaptation of Data Management in Telemedicine Applications. |
| Record Nr. | UNINA-9910483601903321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Big Data Analytics and Knowledge Discovery [[electronic resource] ] : 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28–30, 2023, Proceedings / / edited by Robert Wrembel, Johann Gamper, Gabriele Kotsis, A Min Tjoa, Ismail Khalil
| Big Data Analytics and Knowledge Discovery [[electronic resource] ] : 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28–30, 2023, Proceedings / / edited by Robert Wrembel, Johann Gamper, Gabriele Kotsis, A Min Tjoa, Ismail Khalil |
| Autore | Wrembel Robert |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (407 pages) |
| Disciplina |
001.422
005.7 |
| Altri autori (Persone) |
GamperJohann
KotsisGabriele TjoaA. Min KhalilIsmail |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Quantitative research
Data mining Application software Artificial intelligence Data Analysis and Big Data Data Mining and Knowledge Discovery Computer and Information Systems Applications Artificial Intelligence |
| ISBN | 3-031-39831-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- From an Interpretable Predictive Model to a Model Agnostic Explanation (Abstract of Keynote Talk) -- Contents -- Data Quality -- Using Ontologies as Context for Data Warehouse Quality Assessment -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Running Example -- 3.2 Data Warehouse Formal Specification -- 3.3 Context Formal Specification -- 4 Data Warehouse to Ontology Mapping -- 5 Context-Based Data Quality Rules -- 6 Experimentation -- 6.1 Implementation -- 6.2 Validation -- 7 Conclusions and Future Work -- References -- Preventing Technical Errors in Data Lake Analyses with Type Theory -- 1 Introduction -- 2 Related Works -- 3 Type-Theoretical Framework -- 4 Conclusion -- References -- EXOS: Explaining Outliers in Data Streams -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 4 The Proposed Algorithm: EXOS -- 4.1 Estimator -- 4.2 Temporal Neighbor Clustering -- 4.3 Outlying Attribute Generators -- 5 Evaluation -- 5.1 Experimental Setup -- 5.2 Results and Analysis -- 6 Conclusions -- References -- Motif Alignment for Time Series Data Augmentation -- 1 Introduction -- 2 Preliminaries -- 2.1 Matrix Profile -- 2.2 Pan-Matrix Profile -- 2.3 DTW Alignment for Time Series Data Augmentation -- 3 Proposed Method -- 3.1 Motif Mapping -- 3.2 Time Series Augmentation -- 4 Experimental Evaluation -- 4.1 Setup -- 4.2 Aligning Time Series Using MotifDTW -- 4.3 Performance Gain -- 5 Conclusion -- References -- State-Transition-Aware Anomaly Detection Under Concept Drifts -- 1 Introduction -- 2 Related Works -- 3 Problem Definition -- 3.1 Terminology -- 3.2 Problem Statement -- 4 State-Transition-Aware Anomaly Detection -- 4.1 Reconstruction and Latent Representation Learning -- 4.2 Drift Detection in the Latent Space -- 4.3 State Transition Model -- 5 Experiment -- 5.1 Experiment Setup -- 5.2 Performance.
6 Conclusion -- References -- Anomaly Detection in Financial Transactions Via Graph-Based Feature Aggregations -- 1 Introduction -- 2 Related Work -- 2.1 Graph Embedding -- 2.2 Anomaly Detection -- 3 Problem Formalization -- 4 Proposed Method -- 4.1 PFA: Proximal Feature Aggregation -- 4.2 AFA: Anomaly Feature Aggregation -- 5 Experiment -- 5.1 Experimental Setup -- 5.2 Effectiveness Evaluation -- 5.3 Scalability Evaluation -- 6 Conclusion -- References -- The Synergies of Context and Data Aging in Recommendations -- 1 Introduction -- 2 ALBA: Adding Aging to LookBack Apriori -- 3 Context Modeling -- 4 Evaluation -- 4.1 Contexts -- 4.2 Methodology -- 4.3 Fitbit Validation -- 4.4 Auditel Validation -- 5 Conclusions and Future Work -- References -- Advanced Analytics and Pattern Discovery -- Hypergraph Embedding Based on Random Walk with Adjusted Transition Probabilities -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Notation -- 3.2 Hypergraph Projection -- 3.3 Random Walk and Stationary Distribution -- 3.4 Skip-Gram -- 4 Proposed Method -- 4.1 Random Walk -- 5 Experiment -- 5.1 Transition Probabilities in Steady State -- 5.2 Node Label Estimation -- 5.3 Parameter Dependence of F1 Score -- 6 Conclusion -- References -- Contextual Shift Method (CSM) -- 1 Introduction -- 2 Contextual Shifts -- 3 Contextual Shift Method -- 4 Experiments -- 5 Conclusion -- References -- Utility-Oriented Gradual Itemsets Mining Using High Utility Itemsets Mining -- 1 Introduction -- 2 Preliminary Definitions -- 3 High Utility Gradual Itemsets Mining -- 3.1 Database Encoding -- 3.2 High Utility Gradual Itemsets Extraction -- 4 Experimental Study -- 5 Conclusion -- References -- Discovery of Contrast Itemset with Statistical Background Between Two Continuous Variables -- 1 Introduction -- 2 Contrast ItemSB -- 3 Experimental Results -- 4 Conclusions -- References. DBGAN: A Data Balancing Generative Adversarial Network for Mobility Pattern Recognition -- 1 Introduction -- 2 Related Work -- 3 Background -- 3.1 Reproducing Kernel Hilbert Space Embeddings -- 3.2 Attention Mechanism -- 3.3 Generative Adversarial Network -- 4 DBGAN Mobility Pattern Classification Model -- 4.1 Attributes of Travel Trajectories Utilized for Classification -- 4.2 Sequences to Images with Kernel Embedding -- 4.3 Classification Using Self Attention-Based Generative Adversarial Network -- 5 Evaluation -- 6 Conclusion -- References -- Bitwise Vertical Mining of Minimal Rare Patterns -- 1 Introduction -- 2 Background and Related Works -- 3 Our RP-VIPER Algorithm -- 4 Evaluation -- 5 Conclusions -- References -- Inter-item Time Intervals in Sequential Patterns -- 1 Introduction -- 2 Related Work -- 3 Representing Time in Sequences -- 3.1 Preliminaries -- 3.2 Integrating Intervals in Sequences -- 4 Experiments -- 4.1 Datasets and Models -- 4.2 Results -- 5 Conclusion -- References -- Fair-DSP: Fair Dynamic Survival Prediction on Longitudinal Electronic Health Record -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Fair Dynamic Survival Model -- 3.2 Individual Fairness -- 3.3 Group Fairness -- 4 Experiments -- 4.1 Quantitative Analysis -- 4.2 Sensitivity Study -- 5 Conclusions -- References -- Machine Learning -- DAT@Z21: A Comprehensive Multimodal Dataset for Rumor Classification in Microblogs -- 1 Introduction -- 2 Related Works -- 2.1 Fake Health News Datasets -- 2.2 Fake News Datasets -- 3 Data Collection -- 3.1 News Articles and Ground Truth Collection -- 3.2 Preparing the Tweets Collection -- 3.3 Tweets Collection -- 4 Rumor Classification Using DAT@Z21 -- 4.1 Baselines -- 4.2 Experiment Settings -- 4.3 Experimental Results -- 5 Conclusion and Perspectives -- References. Dealing with Data Bias in Classification: Can Generated Data Ensure Representation and Fairness? -- 1 Introduction -- 2 Related Work -- 3 Measuring Discrimination -- 4 Problem Formulation -- 5 Methodology -- 6 Evaluation -- 6.1 Comparing Pre-processors -- 6.2 Investigating the Fairness-Agnostic Property -- 7 Conclusion -- 8 Discussion and Future Work -- A Proof of Time Complexity -- References -- Random Hypergraph Model Preserving Two-Mode Clustering Coefficient -- 1 Introduction -- 2 Preliminaries -- 3 Extending the Hyper dK-Series to the Case of dv = 2.5+ -- 4 Experiments -- 5 Conclusion -- References -- A Non-overlapping Community Detection Approach Based on -Structural Similarity -- 1 Introduction -- 2 Preliminaries -- 3 A Hierarchical Clustering Approach Based on -Structural Similarity -- 4 Experiments -- 5 Conclusion and Future Work -- A Appendix a -- B Appendix B -- References -- Improving Stochastic Gradient Descent Initializing with Data Summarization -- 1 Introduction -- 2 Definitions -- 2.1 Input Data Set -- 2.2 LR Model -- 3 System and Algorithms -- 3.1 Gamma Summarization () -- 3.2 Mini-batch SGD -- 3.3 Mini-batch SGD Initialization Using Gamma -- 4 Experiments -- 4.1 Experimental Setup -- 4.2 Experimental Results -- 5 Related Work -- 6 Conclusions -- References -- Feature Analysis of Regional Behavioral Facilitation Information Based on Source Location and Target People in Disaster -- 1 Introduction -- 2 Related Work -- 3 Basic Concept of RBF Tweet Classification -- 3.1 Extraction of BF Tweets -- 3.2 RBF Tweet Extraction and Classification -- 4 Analysis of RBF Tweets -- 4.1 Training and Test Data -- 4.2 Research Question -- 4.3 Results and Discussion of Research Questions -- 5 Conclusion -- References -- Exploring Dialog Act Recognition in Open Domain Conversational Agents -- 1 Introduction -- 2 Related Works. 3 Proposed Dialog Act Taxonomy -- 3.1 Data Sources -- 4 Proposed Dialog Act Classifier -- 4.1 Experimental Setup -- 4.2 Performance Evaluation -- 4.3 Generalizability of Model -- 5 Conclusion -- References -- UniCausal: Unified Benchmark and Repository for Causal Text Mining -- 1 Introduction -- 2 Related Work -- 2.1 Tasks -- 2.2 Datasets -- 2.3 Other Large Causal Resources -- 3 Methodology -- 3.1 Creation of UniCausal -- 3.2 Baseline Model -- 4 Experiments -- 4.1 Baseline Performance -- 4.2 Impact of Datasets -- 4.3 Adding CauseNet to Investigate the Importance of Linguistic Variation in Examples -- 5 Conclusion -- References -- Deep Learning -- Accounting for Imputation Uncertainty During Neural Network Training -- 1 Introduction -- 2 Related Works -- 3 Contributions -- 3.1 Single-Hotpatching -- 3.2 Multiple-Hotpatching -- 4 Experiments -- 4.1 Experimental Protocol -- 4.2 Results -- 5 Discussion and Conclusion -- References -- Supervised Hybrid Model for Rumor Classification: A Comparative Study of Machine and Deep Learning Approaches -- 1 Introduction -- 2 Related Work -- 3 Datasets and Preprocessing -- 4 Implementation -- 4.1 Traditional ML Approaches -- 4.2 DL Approaches -- 4.3 The Ensemble Stack ML Model -- 4.4 The Hybrid ML-DL Model -- 5 Results and Analysis -- 6 Conclusion and Future Work -- References -- Attention-Based Counterfactual Explanation for Multivariate Time Series -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Notation -- 3.2 Proposed Method -- 4 Experiments -- 4.1 Datasets -- 4.2 Baseline Methods -- 4.3 Experimental Result -- 5 Conclusion -- References -- DRUM: A Real Time Detector for Regime Shifts in Data Streams via an Unsupervised, Multivariate Framework -- 1 Introduction -- 2 Related Work -- 3 DRUM -- 4 Evaluation -- 5 Conclusion -- References. Hierarchical Graph Neural Network with Cross-Attention for Cross-Device User Matching. |
| Record Nr. | UNISA-996546854503316 |
|
Wrembel Robert
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Big Data Analytics and Knowledge Discovery [[electronic resource] ] : 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28–30, 2023, Proceedings / / edited by Robert Wrembel, Johann Gamper, Gabriele Kotsis, A Min Tjoa, Ismail Khalil
| Big Data Analytics and Knowledge Discovery [[electronic resource] ] : 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28–30, 2023, Proceedings / / edited by Robert Wrembel, Johann Gamper, Gabriele Kotsis, A Min Tjoa, Ismail Khalil |
| Autore | Wrembel Robert |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (407 pages) |
| Disciplina |
001.422
005.7 |
| Altri autori (Persone) |
GamperJohann
KotsisGabriele TjoaA. Min KhalilIsmail |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Quantitative research
Data mining Application software Artificial intelligence Data Analysis and Big Data Data Mining and Knowledge Discovery Computer and Information Systems Applications Artificial Intelligence |
| ISBN | 3-031-39831-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- From an Interpretable Predictive Model to a Model Agnostic Explanation (Abstract of Keynote Talk) -- Contents -- Data Quality -- Using Ontologies as Context for Data Warehouse Quality Assessment -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Running Example -- 3.2 Data Warehouse Formal Specification -- 3.3 Context Formal Specification -- 4 Data Warehouse to Ontology Mapping -- 5 Context-Based Data Quality Rules -- 6 Experimentation -- 6.1 Implementation -- 6.2 Validation -- 7 Conclusions and Future Work -- References -- Preventing Technical Errors in Data Lake Analyses with Type Theory -- 1 Introduction -- 2 Related Works -- 3 Type-Theoretical Framework -- 4 Conclusion -- References -- EXOS: Explaining Outliers in Data Streams -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 4 The Proposed Algorithm: EXOS -- 4.1 Estimator -- 4.2 Temporal Neighbor Clustering -- 4.3 Outlying Attribute Generators -- 5 Evaluation -- 5.1 Experimental Setup -- 5.2 Results and Analysis -- 6 Conclusions -- References -- Motif Alignment for Time Series Data Augmentation -- 1 Introduction -- 2 Preliminaries -- 2.1 Matrix Profile -- 2.2 Pan-Matrix Profile -- 2.3 DTW Alignment for Time Series Data Augmentation -- 3 Proposed Method -- 3.1 Motif Mapping -- 3.2 Time Series Augmentation -- 4 Experimental Evaluation -- 4.1 Setup -- 4.2 Aligning Time Series Using MotifDTW -- 4.3 Performance Gain -- 5 Conclusion -- References -- State-Transition-Aware Anomaly Detection Under Concept Drifts -- 1 Introduction -- 2 Related Works -- 3 Problem Definition -- 3.1 Terminology -- 3.2 Problem Statement -- 4 State-Transition-Aware Anomaly Detection -- 4.1 Reconstruction and Latent Representation Learning -- 4.2 Drift Detection in the Latent Space -- 4.3 State Transition Model -- 5 Experiment -- 5.1 Experiment Setup -- 5.2 Performance.
6 Conclusion -- References -- Anomaly Detection in Financial Transactions Via Graph-Based Feature Aggregations -- 1 Introduction -- 2 Related Work -- 2.1 Graph Embedding -- 2.2 Anomaly Detection -- 3 Problem Formalization -- 4 Proposed Method -- 4.1 PFA: Proximal Feature Aggregation -- 4.2 AFA: Anomaly Feature Aggregation -- 5 Experiment -- 5.1 Experimental Setup -- 5.2 Effectiveness Evaluation -- 5.3 Scalability Evaluation -- 6 Conclusion -- References -- The Synergies of Context and Data Aging in Recommendations -- 1 Introduction -- 2 ALBA: Adding Aging to LookBack Apriori -- 3 Context Modeling -- 4 Evaluation -- 4.1 Contexts -- 4.2 Methodology -- 4.3 Fitbit Validation -- 4.4 Auditel Validation -- 5 Conclusions and Future Work -- References -- Advanced Analytics and Pattern Discovery -- Hypergraph Embedding Based on Random Walk with Adjusted Transition Probabilities -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Notation -- 3.2 Hypergraph Projection -- 3.3 Random Walk and Stationary Distribution -- 3.4 Skip-Gram -- 4 Proposed Method -- 4.1 Random Walk -- 5 Experiment -- 5.1 Transition Probabilities in Steady State -- 5.2 Node Label Estimation -- 5.3 Parameter Dependence of F1 Score -- 6 Conclusion -- References -- Contextual Shift Method (CSM) -- 1 Introduction -- 2 Contextual Shifts -- 3 Contextual Shift Method -- 4 Experiments -- 5 Conclusion -- References -- Utility-Oriented Gradual Itemsets Mining Using High Utility Itemsets Mining -- 1 Introduction -- 2 Preliminary Definitions -- 3 High Utility Gradual Itemsets Mining -- 3.1 Database Encoding -- 3.2 High Utility Gradual Itemsets Extraction -- 4 Experimental Study -- 5 Conclusion -- References -- Discovery of Contrast Itemset with Statistical Background Between Two Continuous Variables -- 1 Introduction -- 2 Contrast ItemSB -- 3 Experimental Results -- 4 Conclusions -- References. DBGAN: A Data Balancing Generative Adversarial Network for Mobility Pattern Recognition -- 1 Introduction -- 2 Related Work -- 3 Background -- 3.1 Reproducing Kernel Hilbert Space Embeddings -- 3.2 Attention Mechanism -- 3.3 Generative Adversarial Network -- 4 DBGAN Mobility Pattern Classification Model -- 4.1 Attributes of Travel Trajectories Utilized for Classification -- 4.2 Sequences to Images with Kernel Embedding -- 4.3 Classification Using Self Attention-Based Generative Adversarial Network -- 5 Evaluation -- 6 Conclusion -- References -- Bitwise Vertical Mining of Minimal Rare Patterns -- 1 Introduction -- 2 Background and Related Works -- 3 Our RP-VIPER Algorithm -- 4 Evaluation -- 5 Conclusions -- References -- Inter-item Time Intervals in Sequential Patterns -- 1 Introduction -- 2 Related Work -- 3 Representing Time in Sequences -- 3.1 Preliminaries -- 3.2 Integrating Intervals in Sequences -- 4 Experiments -- 4.1 Datasets and Models -- 4.2 Results -- 5 Conclusion -- References -- Fair-DSP: Fair Dynamic Survival Prediction on Longitudinal Electronic Health Record -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Fair Dynamic Survival Model -- 3.2 Individual Fairness -- 3.3 Group Fairness -- 4 Experiments -- 4.1 Quantitative Analysis -- 4.2 Sensitivity Study -- 5 Conclusions -- References -- Machine Learning -- DAT@Z21: A Comprehensive Multimodal Dataset for Rumor Classification in Microblogs -- 1 Introduction -- 2 Related Works -- 2.1 Fake Health News Datasets -- 2.2 Fake News Datasets -- 3 Data Collection -- 3.1 News Articles and Ground Truth Collection -- 3.2 Preparing the Tweets Collection -- 3.3 Tweets Collection -- 4 Rumor Classification Using DAT@Z21 -- 4.1 Baselines -- 4.2 Experiment Settings -- 4.3 Experimental Results -- 5 Conclusion and Perspectives -- References. Dealing with Data Bias in Classification: Can Generated Data Ensure Representation and Fairness? -- 1 Introduction -- 2 Related Work -- 3 Measuring Discrimination -- 4 Problem Formulation -- 5 Methodology -- 6 Evaluation -- 6.1 Comparing Pre-processors -- 6.2 Investigating the Fairness-Agnostic Property -- 7 Conclusion -- 8 Discussion and Future Work -- A Proof of Time Complexity -- References -- Random Hypergraph Model Preserving Two-Mode Clustering Coefficient -- 1 Introduction -- 2 Preliminaries -- 3 Extending the Hyper dK-Series to the Case of dv = 2.5+ -- 4 Experiments -- 5 Conclusion -- References -- A Non-overlapping Community Detection Approach Based on -Structural Similarity -- 1 Introduction -- 2 Preliminaries -- 3 A Hierarchical Clustering Approach Based on -Structural Similarity -- 4 Experiments -- 5 Conclusion and Future Work -- A Appendix a -- B Appendix B -- References -- Improving Stochastic Gradient Descent Initializing with Data Summarization -- 1 Introduction -- 2 Definitions -- 2.1 Input Data Set -- 2.2 LR Model -- 3 System and Algorithms -- 3.1 Gamma Summarization () -- 3.2 Mini-batch SGD -- 3.3 Mini-batch SGD Initialization Using Gamma -- 4 Experiments -- 4.1 Experimental Setup -- 4.2 Experimental Results -- 5 Related Work -- 6 Conclusions -- References -- Feature Analysis of Regional Behavioral Facilitation Information Based on Source Location and Target People in Disaster -- 1 Introduction -- 2 Related Work -- 3 Basic Concept of RBF Tweet Classification -- 3.1 Extraction of BF Tweets -- 3.2 RBF Tweet Extraction and Classification -- 4 Analysis of RBF Tweets -- 4.1 Training and Test Data -- 4.2 Research Question -- 4.3 Results and Discussion of Research Questions -- 5 Conclusion -- References -- Exploring Dialog Act Recognition in Open Domain Conversational Agents -- 1 Introduction -- 2 Related Works. 3 Proposed Dialog Act Taxonomy -- 3.1 Data Sources -- 4 Proposed Dialog Act Classifier -- 4.1 Experimental Setup -- 4.2 Performance Evaluation -- 4.3 Generalizability of Model -- 5 Conclusion -- References -- UniCausal: Unified Benchmark and Repository for Causal Text Mining -- 1 Introduction -- 2 Related Work -- 2.1 Tasks -- 2.2 Datasets -- 2.3 Other Large Causal Resources -- 3 Methodology -- 3.1 Creation of UniCausal -- 3.2 Baseline Model -- 4 Experiments -- 4.1 Baseline Performance -- 4.2 Impact of Datasets -- 4.3 Adding CauseNet to Investigate the Importance of Linguistic Variation in Examples -- 5 Conclusion -- References -- Deep Learning -- Accounting for Imputation Uncertainty During Neural Network Training -- 1 Introduction -- 2 Related Works -- 3 Contributions -- 3.1 Single-Hotpatching -- 3.2 Multiple-Hotpatching -- 4 Experiments -- 4.1 Experimental Protocol -- 4.2 Results -- 5 Discussion and Conclusion -- References -- Supervised Hybrid Model for Rumor Classification: A Comparative Study of Machine and Deep Learning Approaches -- 1 Introduction -- 2 Related Work -- 3 Datasets and Preprocessing -- 4 Implementation -- 4.1 Traditional ML Approaches -- 4.2 DL Approaches -- 4.3 The Ensemble Stack ML Model -- 4.4 The Hybrid ML-DL Model -- 5 Results and Analysis -- 6 Conclusion and Future Work -- References -- Attention-Based Counterfactual Explanation for Multivariate Time Series -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Notation -- 3.2 Proposed Method -- 4 Experiments -- 4.1 Datasets -- 4.2 Baseline Methods -- 4.3 Experimental Result -- 5 Conclusion -- References -- DRUM: A Real Time Detector for Regime Shifts in Data Streams via an Unsupervised, Multivariate Framework -- 1 Introduction -- 2 Related Work -- 3 DRUM -- 4 Evaluation -- 5 Conclusion -- References. Hierarchical Graph Neural Network with Cross-Attention for Cross-Device User Matching. |
| Record Nr. | UNINA-9910741143403321 |
|
Wrembel Robert
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Big Data Analytics and Knowledge Discovery [[electronic resource] ] : 21st International Conference, DaWaK 2019, Linz, Austria, August 26–29, 2019, Proceedings / / edited by Carlos Ordonez, Il-Yeol Song, Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil
| Big Data Analytics and Knowledge Discovery [[electronic resource] ] : 21st International Conference, DaWaK 2019, Linz, Austria, August 26–29, 2019, Proceedings / / edited by Carlos Ordonez, Il-Yeol Song, Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XIII, 321 p. 164 illus., 80 illus. in color.) |
| Disciplina | 005.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Data mining Arithmetic and logic units, Computer Computer system failures Artificial intelligence Database Management Data Mining and Knowledge Discovery Arithmetic and Logic Structures System Performance and Evaluation Artificial Intelligence |
| ISBN | 3-030-27520-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Applications -- Detecting the Onset of Machine Failure Using Anomaly Detection Methods -- A Hybrid Architecture for Tactical and Strategic Precision Agriculture -- Urban analytics of big transportation data for supporting smart cities -- Patterns -- Frequent Item Mining When Obtaining Support is Costly -- Mining Sequential Pattern of Historical Purchases for E-Commerce Recommendation -- Discovering and Visualizing Efficient Patterns in Cost/Utility Sequences -- Efficient Row Pattern Matching using Pattern Hierarchies for Sequence OLAP -- Statistically Significant Discriminative Patterns Searching -- RDF and Streams -- Multidimensional Integration of RDF datasets -- RDFPartSuite: Bridging Physical and Logical RDF Partitioning -- Mining quantitative temporal dependencies between interval-based streams -- Democratization of OLAP DSMS -- Big Data Systems -- Leveraging the Data Lake - Current State and Challenges -- SDWP: A New Data Placement Strategy for Distributed Big Data Warehouses in Hadoop -- Improved Programming-Language Independent MapReduce on Shared-Memory Systems -- Evaluating Redundancy and Partitioning of Geospatial Data in Document-Oriented Data Warehouses -- Graphs and Machine Learning -- Scalable Least Square Twin Support Vector Machine Learning -- Finding Strongly Correlated Trends in Dynamic Attributed Graphs -- Text-based Event Detection: Deciphering Date Information Using Graph Embeddings -- Efficiently Computing Homomorphic Matches of Hybrid Pattern Queries on Large Graphs -- Databases -- From Conceptual to Logical ETL Design using BPMN and Relational Algebra -- Accurate Aggregation Query-Result Estimation and Its Efficient Processing on Distributed Key-Value Store. |
| Record Nr. | UNINA-9910349305303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Big Data Analytics and Knowledge Discovery [[electronic resource] ] : 21st International Conference, DaWaK 2019, Linz, Austria, August 26–29, 2019, Proceedings / / edited by Carlos Ordonez, Il-Yeol Song, Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil
| Big Data Analytics and Knowledge Discovery [[electronic resource] ] : 21st International Conference, DaWaK 2019, Linz, Austria, August 26–29, 2019, Proceedings / / edited by Carlos Ordonez, Il-Yeol Song, Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XIII, 321 p. 164 illus., 80 illus. in color.) |
| Disciplina | 005.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Data mining Arithmetic and logic units, Computer Computer system failures Artificial intelligence Database Management Data Mining and Knowledge Discovery Arithmetic and Logic Structures System Performance and Evaluation Artificial Intelligence |
| ISBN | 3-030-27520-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Applications -- Detecting the Onset of Machine Failure Using Anomaly Detection Methods -- A Hybrid Architecture for Tactical and Strategic Precision Agriculture -- Urban analytics of big transportation data for supporting smart cities -- Patterns -- Frequent Item Mining When Obtaining Support is Costly -- Mining Sequential Pattern of Historical Purchases for E-Commerce Recommendation -- Discovering and Visualizing Efficient Patterns in Cost/Utility Sequences -- Efficient Row Pattern Matching using Pattern Hierarchies for Sequence OLAP -- Statistically Significant Discriminative Patterns Searching -- RDF and Streams -- Multidimensional Integration of RDF datasets -- RDFPartSuite: Bridging Physical and Logical RDF Partitioning -- Mining quantitative temporal dependencies between interval-based streams -- Democratization of OLAP DSMS -- Big Data Systems -- Leveraging the Data Lake - Current State and Challenges -- SDWP: A New Data Placement Strategy for Distributed Big Data Warehouses in Hadoop -- Improved Programming-Language Independent MapReduce on Shared-Memory Systems -- Evaluating Redundancy and Partitioning of Geospatial Data in Document-Oriented Data Warehouses -- Graphs and Machine Learning -- Scalable Least Square Twin Support Vector Machine Learning -- Finding Strongly Correlated Trends in Dynamic Attributed Graphs -- Text-based Event Detection: Deciphering Date Information Using Graph Embeddings -- Efficiently Computing Homomorphic Matches of Hybrid Pattern Queries on Large Graphs -- Databases -- From Conceptual to Logical ETL Design using BPMN and Relational Algebra -- Accurate Aggregation Query-Result Estimation and Its Efficient Processing on Distributed Key-Value Store. |
| Record Nr. | UNISA-996466440703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
