Intelligence Science IV : 5th IFIP TC 12 International Conference, ICIS 2022, Xi'an, China, October 28-31, 2022, proceedings / / edited by Zhongzhi Shi, Yaochu Jin, Xiangrong Zhang

• Record Nr.: UNISA996495562503316
• Pubbl/distr/stampa: Cham, Switzerland : , : Springer, , [2022]; ©2022
• ISBN: 3-031-14903-3
• Descrizione fisica: 1 online resource (480 pages)
• Collana: IFIP Advances in Information and Communication Technology Ser. ; ; v.659
• Disciplina: 929.605
• Soggetti: Cognition
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Preface -- Organization -- Abstracts of Keynote and Invited Talks -- Tactile Situations: A Basis for Manual Intelligence and Learning -- Brain-like Perception and Cognition: Challenges and Thinking -- Dealing with Concept Drifts in Data Streams -- A Novel Bionic Imaging and Its Intelligent Processing -- Skill Learning in Dynamic Scene for Robot Operations -- Emerging Artificial Intelligence Technologies in Healthcare -- Memory Cognition -- Contents -- Brain Cognition -- Mouse-Brain Topology Improved Evolutionary Neural Network for Efficient Reinforcement Learning -- 1 Introduction -- 2 Related Works -- 3 Methods -- 3.1 The Allen Mouse Brain Atlas -- 3.2 The Clustered Hierarchical Circuits -- 3.3 The Neuron Model -- 3.4 Coping the Biological Circuits to Artificial Ones -- 3.5 The Network Learning -- 4 Experiments -- 4.1 The Clustered Brain Regions -- 4.2 The Network Topology from Biological Mouse Brain -- 4.3 Results with Circuit-46 and Random Networks -- 4.4 Result Comparison with Different Algorithms -- 5 Discussion -- References -- DNM-SNN: Spiking Neural Network Based on Dual Network Model -- 1 Introduction -- 2 Methods -- 2.1 Traditional SNN Supervised Learning Algorithm Framework and Its Limitations -- 2.2 Proposed Dual-Model Spike Network Supervised Learning Algorithm -- 2.3 Proposed Multi-channel Mix Module Prediction Method -- 2.4 The Chosen Network Model -- 2.5 ; Selection of Spiking Neurons -- 3 Experimental Results -- 3.1 Single- and Dual-Model Resnet11 Performance on the CIFAR-10 Dataset -- 3.2 Related Work Comparison -- 4 Conclusion -- References -- A Memetic Algorithm Based on Adaptive Simulated Annealing for Community Detection -- 1 Introduction -- 2 Background -- 2.1 Modularity -- 2.2 Normalized Mutual Information -- 3 Description of MA-ASA -- 3.1 Segmented Label Propagation -- 3.2 Selection and Crossover Operation.; 3.3 Mutation Operation -- 3.4 Improved Simulated Annealing -- 3.5 Framework of MA-ASA -- 4 Experiments and Analysis -- 4.1 Experimental Settings -- 4.2 Experimental Results and Analysis -- 5 Conclusion -- References -- The Model of an Explanation of Self and Self-awareness Based on Need Evolution -- 1 Background and Significance -- 2 The Nature and Needs of Life -- 2.1 The Nature and Representation of the Self -- 2.2 The Primary Needs and Principle of Life -- 3 Evolution and Representation of the Needs of Life -- 3.1 Needs Representation and Original Self-evolution in Single-Celled and Complex Organisms -- 3.2 Representation Needs and Self-awareness of Human -- 4 Self-model Based on the Evolution of Needs -- 4.1 Iterative Model of Needs Evolution -- 4.2 Evolutionary Model of the Self -- 5 Dicussion and Conclusion -- References -- Spiking Neuron Network Based on VTEAM Memristor and MOSFET-LIF Neuron -- 1 Introduction -- 2 Proposed Method -- 2.1 Leaky Integrate-and-Fire Model -- 2.2 Design of LIF Circuit -- 2.3 Correspondence Between Network and Circuit -- 2.4 Processing of the DVS128 Gesture Dataset -- 2.5 Network Formulation -- 3 Performance Analysis and Discussion -- 4 Conclusion -- References -- Machine Learning -- A Deception Jamming Discrimination Method Based on Semi-supervised Learning with Generative Adversarial Networks -- 1 Introduction -- 2 Signal Model -- 2.1 The Construction of a Multistatic Radar System Model -- 2.2 Generation of Echo Data -- 3 The Discrimination Network Based on SGAN -- 4 Simulation -- 4.1 Simulation Analysis -- 4.2 Simulation Results with Different PRI -- 4.3 The Comparison of Different Discrimination Methods -- 5 Conclusion -- References -- Fast Node Selection of Networked Radar Based on Transfer Reinforcement Learning -- 1 Introduction -- 2 Related Work -- 2.1 Radar Node Selection -- 2.2 Reinforcement Learning.; 2.3 Transfer Learning -- 3 Methodology -- 3.1 Revisiting of Monte Carlo Tree -- 3.2 The Lower Bound of Cramero (CLRB) -- 3.3 Selection Flow -- 3.4 Variable-Number Node Search -- 3.5 Transfer Reinforcement Learning -- 4 Experiments and Analysis -- 5 Conclusion -- References -- Weakly Supervised Liver Tumor Segmentation Based on Anchor Box and Adversarial Complementary Learning -- 1 Introduction -- 2 Approach -- 2.1 Anchor Boxes Generation -- 2.2 Adversarial Complementary Learning -- 2.3 Application -- 2.4 Pseudo Mask Generation -- 3 Experiments -- 3.1 Datasets and Evaluated Metric -- 3.2 Classification Network and Hyperparameter Settings -- 3.3 Segmentation Network and Test Results -- 4 Conclusions -- References -- Weakly Supervised Whole Cardiac Segmentation via Attentional CNN -- 1 Introduction -- 2 Method -- 2.1 Pseudo Masks -- 2.2 Deep U-Net Network -- 2.3 Improved Weighted Cross-Entropy Loss -- 3 Experimental and Results -- 3.1 Datasets and Implementation Details -- 3.2 Patch Selection -- 3.3 Experimental Results -- 3.4 Ablation Experiments -- 3.5 Generality Experiments -- 4 Conclusion -- References -- Noisy Label Learning in Deep Learning -- 1 Introduction -- 2 Preliminary Knowledge -- 2.1 Noisy Labels in Deep Learning -- 2.2 Noisy Label Dataset and Noisy Label Types -- 2.3 Analysis the Problems in Noisy Label Learning -- 3 Existing Methods of ; Noisy Label Learning -- 3.1 Full-Equal-Using Method -- 3.2 Clean-Based Method -- 3.3 Full-Differ-Using Method -- 4 Problems in Existing Methods -- 4.1 Difference Between Synthetic Dataset and the Actual Dataset -- 4.2 Problems with Existing Methods -- 4.3 Possible Solutions -- 5 Conclusion -- References -- Accelerating Deep Convolutional Neural Network Inference Based on OpenCL -- 1 Introduction -- 2 Related Work -- 3 Design, Implementation and Optimization of CNN on OpenCL.; 3.1 Parallel Strategy for Convolution Layer -- 3.2 Parallel Strategy for Other Layers -- 3.3 Kernel Fusion and Increasing Global Task -- 4 Experiment and Evaluations -- 4.1 Experimental Environment -- 4.2 Performance Comparison of Depthwise Convolution Operations -- 4.3 Comparison of Parallel DCNN Inference Performance -- 4.4 Performance Comparison of Different Hardware Environments -- 5 Conclusions -- References -- A Simple Approach to the Multiple Source Identification of Information Diffusion -- 1 Introduction -- 2 Related Works and Motivations -- 2.1 Related Methods -- 2.2 Motivations -- 3 Preliminaries and Problem Formulation -- 3.1 Susceptible-Infected (SI) Model -- 3.2 Problem Formulation -- 4 KST Method -- 4.1 Analysis -- 4.2 KST Method -- 5 KST-Improved Method -- 6 Evaluation -- 6.1 Experiments Settings -- 6.2 Accuracy of Identifying Sources -- 7 Conclusion -- References -- Data Intelligence -- A Directed Search Many Objective Optimization Algorithm Embodied with Kernel Clustering Strategy -- 1 Introduction -- 2 The Proposed Method -- 2.1 Directed Search Sampling and Guiding Solutions -- 2.2 Environmental Selection -- 3 Experimental Results and Analysis -- 4 Conclusion -- References -- A Two-Branch Neural Network Based on Superpixel Segmentation and Auxiliary Samples -- 1 Introduction -- 2 Proposed Method -- 2.1 Selection of Auxiliary Samples -- 2.2 The Structure of TBN-SPAS -- 3 Implementation Process of TBN-MERS -- 4 Experiment and Analysis -- 4.1 Experimental Settings -- 4.2 The Role of Auxiliary Branch -- 4.3 Comparison with Existing Methods -- 5 Conclusions -- References -- Augmentation Based Synthetic Sampling and Ensemble Techniques for Imbalanced Data Classification -- 1 Introduction -- 2 Augmentation Based Synthetic Sampling Method -- 2.1 Data Augmentation (DA) -- 2.2 Notations -- 2.3 Proposed Method.; 3 Experiment Settings and Result Analysis -- 3.1 Datasets -- 3.2 Evaluation Metric -- 3.3 Experimental Results -- 4 Integration of Augmentation Based Synthetic Sampling Method and Ensemble Techniques -- 5 Conclusion -- References -- Language Cognition -- BA-GAN: Bidirectional Attention Generation Adversarial Network for Text-to-Image Synthesis -- 1 Introduction -- 2 Related Work -- 3 Our Model -- 3.1 Text Encoder and Image Encoder -- 3.2 Multi-stage Generative Adversarial Networks -- 4 Experiments -- 5 Conclusion -- References -- Personalized Recommendation Using Extreme Individual Guided and Adaptive Strategies -- 1 Introduction -- 2 Background -- 2.1 Definition of Recommendation Problem -- 2.2 Multi-objective Optimization Problem -- 2.3 Probs -- 3 Proposed Algorithm -- 3.1 Framework of MOEA-EIMA -- 3.2 Individual Encoding and Initialization -- 3.3 The Two Objectives -- 3.4 Genetic Operators -- 4 Experiments and Analysis -- 4.1 Experiment Settings -- 4.2 Experimental Results -- 5 Conclusions -- References -- Improved Transformer-Based Implicit Latent GAN with Multi-headed Self-attention for Unconditional Text Generation -- 1 Introduction -- 1.1 Generative Adversarial Network (GAN) for Unconditional Text Generation -- 1.2 Research Objective and Content -- 2 Related Works -- 3 Model Architecture -- 3.1 Overall Framework -- 3.2 Multi-headed Self Attention Based Generator -- 3.3 Training Details -- 4 Experiments -- 4.1 Evaluation Metrics -- 4.2 ; Microsoft COCO: Common Objects in Context -- 4.3 Ablation Experiment -- 5 Conclusion and Future Work -- References -- Learning a Typhoon Bayesian Network Structure from Natural Language Reports -- 1 Introduction -- 2 Related Works -- 3 The Framework of Learning Typhoon Bayesian Network Structures -- 3.1 State Extraction Model -- 3.2 Standardize State Information -- 3.3 Causal Relationship Extraction.; 3.4 Generate Typhoon Bayesian Network.

The Palgrave Handbook of Reproductive Justice and Literature / / edited by Beth Widmaier Capo, Laura Lazzari

• Record Nr.: UNINA9910592991703321
• Pubbl/distr/stampa: Cham : , : Springer International Publishing : , : Imprint : Palgrave Macmillan, , 2022
• ISBN: 9783030995300; 3030995305
• Edizione: [1st ed. 2022.]
• Descrizione fisica: 1 online resource (662 pages)
• Disciplina: 363.96; 809.93530542
• Soggetti: Literature - Philosophy; Feminism and literature; Literature, Modern - 20th century; Literature, Modern - 21st century; Medicine and the humanities; Law - History; Ethics; Social medicine; Feminist Literary Theory; Contemporary Literature; Medical Humanities; Legal History; Moral Philosophy and Applied Ethics; Health, Medicine and Society
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 1. Introduction -- 2. Recognizing Issues of Reproductive Justice in Nineteenth-Century US Literature -- 3. “Learn and Run”: Reproductive Oppression and Resistance in the Works of Octavia E. Butler -- 4. Reading Reproductive Justice through Toni Morrison -- 5. Reproductive Justice in Ntozake Shange’s “For Colored Girls Who Have Considered Suicide/When the Rainbow is Enuf” -- 6. Reproductive Rights and Reproductive Justice in Recent German-Language Fiction and Film -- 7. Cultivating Access, Cultivating Ignorance: A Survey of Herbal Abortifacients in American Fiction -- 8. Female Narratives of Abortion in Italian Literature From the 1970s to the Present -- 9. Re-Presenting the Un-Presentable: Annie Ernaux’s L’évènement and Cristian Mungiu’s 4 Months, 3 Weeks, and Two Days -- 10. Re-conceiving the World: Dystopia and Reproductive Justice -- 11. Reproductive and Disability Justice: Deaf Peoples’ Right to be Born -- 12. Queer Argonauts for Reproductive Justice -- 13. On the One-Child Policy of China: Reading Ma Jian’s Novel The Dark Road -- 14. Pregnancy Self-Help Literature as Disembodiment: An Issue of Reproductive Justice -- 15. Birthing Bodies Delivering Power in Anglophone Literature of the Twentieth and Twenty-First Centuries -- 16. Writing and Birthing on Country: Examining Indigenous Australian Birth Stories from a Reproductive Justice Lens -- 17. Reproductive Experiences of Poor Mothers in India: An Analysis of YouTube Documentaries -- 18. Spain and Structural Infertility: Towards an Integrative Vision of Motherhood in the Novel Quién quiere ser madre by Silvia Nanclares -- 19. “Give me children, or else I die”: Baby-hunger, Surrogacy, and Family-Making by Any Means Necessary -- 20. Surrogacy or Sale: Reflecting upon Reproductive Justice through The House for Hidden Mothers and A House of Happy Mothers -- 21. Claiming Motherhood: Reproductive Justice andSurrogacy in Chinese American Literature of the New Millennium -- 22. Reimagining the Past, Present, and the Future of Reproductive Bodies in Contemporary Japanese Women’s Fiction: Mieko Kawakami’s Breasts and Eggs and Sayaka Murata’s Vanishing World -- 23. State Terror and the Destruction of Families for Reproductive “Management” in Three Argentine Films -- 24. Scroungers, Strivers, and Single Mothers: Reproductive Justice and the British Welfare State in Ken Loach’s Social Realism -- 25. Reproductive Justice in Undocumented Women’s Memoirs -- 26. Challenging Racialized Motherhood and the Sixties Scoop with Indigenous Theatre -- 27. “I’ll Never Be Ready!”: Applying a Reproductive Justice Lens in the Lower-Division Literature Classroom -- 28. Teaching Reproductive Justice: Reading Motherhood with Generations X, Y, and Z -- 29. Mayday: Rethinking Reproductive Justice Protests Utilizing Margaret Atwood’s The Handmaid’s Tale -- 30. Not an Easy Read for “Normal” “Colored” People: Conversations on Shange’s and Rooney’s Literatures of Sexual Citizenship.
• Sommario/riassunto: This handbook offers a collection of scholarly essays that analyze questions of reproductive justice throughout its cultural representation in global literature and film. It offers analysis of specific texts carefully situated in their evolving historical, economic, and cultural contexts. Reproductive justice is taken beyond the American setting in which the theory and movement began; chapters apply concepts to international realities and literatures from different countries and cultures by covering diverse genres of cultural production, including film, television, YouTube documentaries, drama, short story, novel, memoir, and self-help literature. Each chapter analyzes texts from within the framework of reproductive justice in an interdisciplinary way, including English, Japanese, Italian, Spanish, and German language, literature and culture, comparative literature, film, South Asian fiction, Canadian ; theatre, writing, gender studies, Deaf studies, disability studies, global health andmedical humanities, and sociology. Academics, graduate students and advanced undergraduate students in Literature, Gender, Sexuality and Women’s Studies, Cultural Studies, Motherhood Studies, Comparative Literature, History, Sociology, the Medical Humanities, Reproductive Justice, and Human Rights are the main audience of the volume. Beth Widmaier Capo is Edward Capps Professor of Humanities and Professor of English at Illinois College, USA. She earned her M.A. and Ph.D. from Pennsylvania State University, USA. She is the author of Textual Contraception: Birth Control and Modern American Fiction (2007) and co-edited Reproductive Rights Issues in Popular Media: International Perspectives (2017). Laura Lazzari holds a Ph.D. from the University of Lausanne, Switzerland, and a Master of Studies from Oxford, UK. A scholar in Motherhood Studies, she works at the Sasso Corbaro Foundation for the Medical Humanities, Switzerland. She was the recipient of a 2015-2016 AAUW International Postdoctoral Fellowship at Georgetown University, USA, and has lectured for several universities in Switzerland and the United States.