Algorithmic Aspects in Information and Management: 15th International Conference, AAIM 2021, Virtual Event, December 20-22, 2021, Proceedings, Wu Weili, Du Hongwei
Описание: This volume constitutes the proceedings of the 14th International Conference on Algorithmic Aspects in Information and Management, AAIM 2020, held in Jinhua, China in August 2020.
Описание: This book constitutes the refereed proceedings of the 26th Australasian Conference on Information Security and Privacy, ACISP 2021, held in Perth, WA, Australia, in November 2021.The 35 full papers presented were carefully revised and selected from 157 submissions.
Описание: This two-volume set LNCS 12656 and 12657 constitutes the refereed proceedings of the 43rd European Conference on IR Research, ECIR 2021, held virtually in March/April 2021, due to the COVID-19 pandemic.
The 50 full papers presented together with 11 reproducibility papers, 39 short papers, 15 demonstration papers, 12 CLEF lab descriptions papers, 5 doctoral consortium papers, 5 workshop abstracts, and 8 tutorials abstracts were carefully reviewed and selected from 436 submissions.
The accepted contributions cover the state of the art in IR: deep learning-based information retrieval techniques, use of entities and knowledge graphs, recommender systems, retrieval methods, information extraction, question answering, topic and prediction models, multimedia retrieval, and much more.
Описание: This book constitutes the proceedings of the 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, which was held online during June 28-30, 2021.
Agent and Multi-Agent Systems, Planning and Reinforcement Learning.- A Conversational Agent to Support Hospital Bed Allocation.- A Protocol for Argumentation-based Persuasive Negotiation Dialogues.- Gradient Estimation in Model-Based Reinforcement Learning: a Study on Linear Quadratic Environments.- Intelligent Agents for Observation and Containment of Malicious Targets Organizations.- MAS4GC: Multi-Agent System for Glycemic Control of Intensive Care Unit Patients.- On the impact of MDP design for Reinforcement Learning agents in Resource Management.- Slot Sharing Mechanism in Multi-Domain Dialogue Systems.- Evolutionary Computation, Metaheuristics, Constrains and Search, Combinatorial and Numerical Optimization.- A Graph-based crossover and soft-repair operators for the Steiner Tree Problem.- A Modified NSGA-DO for Solving Multiobjective Optimization Problems.- An Enhanced TSP-based Approach for Active Debris Removal Mission Planning.- Dynamic Learning in Hyper-Heuristics to Solve Flowshop Problems.- Hyper-Heuristic based NSGA-III for the Many-Objective Quadratic Assignment Problem.- I2DE: Improved Interval Differential Evolution for Numerical Constrained Global Optimization.- Improving a genetic clustering approach with a CVI-based objective function.- Improving particle swarm optimization with self-adaptive parameters, rotational invariance, and diversity control.- Improving Rule Based and Equivalent Decision Simplifications for Bloat Control in Genetic Programming Using a Dynamic Operator.- Lackadaisical quantum walk in the hypercube to search for multiple marked vertices.- On the Analysis of CGP Mutation Operators when Inferring Gene Regulatory Networks using scRNA-Seq Time Series Data.- Online selection of heuristic operators with Deep Q-Netowrk: a study on the HyFlex Framework.- Knowledge Representation, Logic and Fuzzy Systems.- A Systematic Approach to Define Semantics for Prioritised Logic Programs.- Active Learning and Case-Based Reasoning for the Deceptive Play in the Card Game of Truco.- ASPIC? and the Postulates of Non-Interference and Crash-Resistance.- On the Refinement of Compensation-based Semantics for Weighted Argumentation Frameworks.- Ontology based classification of electronic health records to support value-based health care.- Machine Learning and Data Mining.- A Co-occurrence Based Approach for Mining Overlapped Co-clusters in Binary Data.- A Comparative Study on Concept Drift Detectors for Regression.- A Kullback-Leibler divergence-based locally linear embedding method: a novel parametric approach for cluster analysis.- Classifying Potentially Unbounded Hierarchical Data Streams with Incremental Gaussian Naive Bayes.- Coarsening Algorithm via Semi-Synchronous Label Propagation for Bipartite Networks.- Evaluating Clustering Meta-Features for Classifier Recommendation.- Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification.- Interpreting classification models using feature importance based on marginal local effects.- On the generalizations of the Choquet integral for application in FRBCs.- Optimizing Diffusion Rate and Label Reliability in a Graph-based Semi-supervised Classifier.- Tactical Asset Allocation through Random Walk on Stock Network.
Описание: This book constitutes the refereed proceedings of the 18th IMA International Conference on Cryptography and Coding, IMACC 2021, held in December 2021. Due to COVID 19 pandemic the conference was held virtually. The 14 papers presented were carefully reviewed and selected from 30 submissions.
Описание: This book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2021, which took place during December 2021. Due to COVID-19 pandemic the conference was held virtually. The 16 full and 3 short papers included in this volume were carefully reviewed and selected from 41 submissions.
Описание: This book constitutes the thoroughly revised selected papers from the 17th International Symposium, FACS 2021, which was hel virtually in October 2021. The 7 full papers and 1 short contribution were carefully reviewed and selected from 16 submissions and are presented in the volume together with 1 invited paper.
Multidisciplinary Artificial and Computational Intelligence and Applications.- A Heterogeneous Network-based Positive and Unlabeled Learning Approach to Detect Fake News.- Anomaly Detection in Brazilian Federal Government Purchase Cards Through Unsupervised Learning Techniques.- De-identification of Clinical Notes Using Contextualized Language Models and a Token Classifier.- Detecting Early Signs of Insufficiency in COVID-19 Patients from CBC Tests Through a Supervised Learning Approach.- Encoding Physical Conditioning from Inertial Sensors for Multi-step Heart Rate Estimation.- Ensemble of Protein Stability Upon Point Mutation Predictors.- Ethics of AI: Do the face detection models act with prejudice?.- Evaluating Topic Models in Portuguese Political Comments about Bills from Brazil's Chamber of Deputies.- Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays.- Experiments on Portuguese Clinical Question Answering.- Long-term Map Maintenance in Complex Environments.- Supervised Training of a Simple DIgital Assistant for a Free Crop Clinic.- The future of AI: neat or scruffy?.- Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural Network.- Neural Networks, Deep Learning and Computer Vision.- Code autocomplete using Transformers.- Deep Convolutional Features for Fingerprint Indexing.- How to Generate Synthetic Paintings to Improve Art Style Classification.- Iris-CV: Classifying Iris Flowers Is Not as Easy as You Thought.- Performance analysis of YOLOv3 for real-time detection of pests in soybeans.- Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis.- Sea State Estimation with Neural Networks based on the Motion of a Moored FPSO subjected to Campos Basin Metocean Conditions.- Time-Dependent Item Embeddings for Collaborative Filtering.- Transfer Learning of Shapelets for Time Series Classification Using Convolutional Neural Network.- Text Mining and Natural Language Processing.- A Deep Learning approach for Aspect Sentiment Triplet Extraction in Portuguese.- Aggressive Language Detection using VGCN-BERT for Spanish Texts.- An Empirical Study of Text Features for Identifying Subjective Sentences in Portuguese.- Comparing contextual embeddings for semantic textual similarity in Portuguese.- Deep Active-Self Learning Applied to Named Entity Recognition.- DEEPAGЙ Answering Questions in Portuguese about the Brazilian Environment.- Enriching Portuguese Word Embeddings with Visual Information.- Entity Relation Extraction from News Articles in Portuguese for Competitive Intelligence based on BERT.- Experiments on Kaldi-based Forced Phonetic Alignment for Brazilian Portuguese.- Incorporating Text Specificity into a Convolutional Neural Network for the Classification of Review Perceived Helpfulness.- Joint Event Extraction with Contextualized Word Embeddings for the Portuguese Language.- mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer.- Named Entity Recognition for Brazilian Portuguese Product Titles.- Portuguese Neural Text Simplification using Machine Translation.- Rhetorical Role Identification for Portuguese Legal Documents.- Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition Models.- Text Classification in Legal Documents Extracted from Lawsuits in Brazilian Courts.- Universal Dependencies-based PoS Tagging Refinement through Linguistic Resources.- When external knowledge does not aggregate in Named Entity Recognition.
Описание: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions.
Описание: This book constitutes the proceedings of the 17th European Conference on Logics in Artificial Intelligence, JELIA 2021, held as a virtual event, in May 2021. The accepted papers span a number of areas within Logics in AI, including: argumentation;
Описание: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions.
ООО "Логосфера " Тел:+7(495) 980-12-10 www.logobook.ru
