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IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge

召开年：2020
召开地：Neos Marmaras(GR)
出版时间：-

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1.Smartphone, Parkinson's and Depression: A New AI-Based Prognostic Perspective

机译：智能手机，帕金森氏症和抑郁症：基于AI的新预后观点
- 作者：Leontios Hadjileontiadis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
2.Deep Learning, Knowledge Representation and Transfer with Brain-Inspired Spiking Neural Network Architectures

机译：深度学习，知识表示和大脑启发式尖刺神经网络架构的转移
- 作者：Nikola Kasabov
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
3.The Rise of Artificial Intelligence for Earth Observation (AI4EO)

机译：人工智能的地球观测（AI4EO）的兴起
- 作者：Pierre Philippe Mathieu
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
4.Image Fusion Based on Deep Learning

机译：基于深度学习的图像融合
- 作者：Xiao-Jun Wu
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
5.Real-Time Prediction of Online Shoppers' Purchasing Intention Using Random Forest

机译：基于随机森林的在线购物者购买意愿的实时预测
- 作者：Karim Baati;Mouad Mohsil
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Real-time online shopper behavior;
- Marketing offers in online stores;
- Random forest;
6.Manifold Learning for Innovation Funding: Identification of Potential Funding Recipients

机译：流形学习创新资金：确定潜在的资金接受者
- 作者：Vincent Grollemund;Gaetan Le Chat;Jean-Francois Pradat-Peyre;Francois Delbot
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Dimension reduction;
- Manifold learning;
- Clustering;
7.Sentiment Analysis on Movie Scripts and Reviews Utilizing Sentiment Scores in Rating Prediction

机译：电影脚本的情感分析和评论评分中的情感评分
- 作者：Paschalis Frangidis;Konstantinos Georgiou;Stefanos Papadopoulos
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Natural Language Processing;
- Sentiment analysis;
- Machine learning;
- Prediction;
8.Using Classification for Traffic Prediction in Smart Cities

机译：在智慧城市中使用分类进行交通预测
- 作者：Konstantinos Christantonis;Christos Tjortjis;Anastassios Manos;Despina Elizabeth Filippidou;Eleni Mougiakou;Evangelos Christelis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Smart cities;
- Data mining;
- Prediction;
- Classification;
9.A Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems

机译：IBM，Google和Wit自动语音识别系统的基准测试
- 作者：Foteini Filippidou;Lefteris Moussiades
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Automatic speech recognition;
- WER;
- Hper;
- Rper;
10.PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management

机译：PolicyCLOUD：分析即服务，可促进高效的数据驱动的公共策略管理
- 作者：Dimosthenis Kyriazis;Ofer Biran;Thanassis Bouras;Klaus Brisch;Armend Duzha;Rafael del Hoyo;Athanasios Kiourtis;Pavlos Kranas;Ilias Maglogiannis;George Manias;Marc Meerkamp;Konstantinos Moutselos;Argyro Mavrogiorgou;Panayiotis Michael;Ricard Munne;Giuseppe La Rocca;Kostas Nasias;Tomas Pariente Lobo;Vega Rodrigalvarez;Nikitas M. Sgouros;Konstantinos Theodosiou;Panayiotis Tsanakas
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Data analytics as a service;
- Public policies;
- Cloud computing;
- Policy modelling;
11.Robust 3D Detection in Traffic Scenario with Tracking-Based Coupling System

机译：基于跟踪的耦合系统在交通场景中的强大3D检测
- 作者：Zhuoli Zhou;Shitao Chen;Rongyao Huang;Nanning Zheng
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Multi-object tracking;
- LiDAR 3D detection;
- Autonomous vehicles;
12.On the Reusability of Sentiment Analysis Datasets in Applications with Dissimilar Contexts

机译：论情境分析应用中情感分析数据集的可重用性
- 作者：S. Sarlis;I. Maglogiannis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
13.Promoting Diversity in Content Based Recommendation Using Feature Weighting and LSH

机译：使用特征加权和LSH促进基于内容的推荐中的多样性
- 作者：Dimosthenis Beleveslis;Christos Tjortjis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Content-Based (CB) Recommendation Systems (RS);
- eComrnerce;
- Minhash;
- Locality-Sensitive Hashing (LSH);
- Decision support;
14.Using Twitter to Predict Chart Position for Songs

机译：使用Twitter预测歌曲的图表位置
- 作者：Eleana Tsiara;Christos Tjortjis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Social media analytics;
- Prediction;
- Classification;
- Regression;
15.A Two-Levels Data Anonymization Approach

机译：两级数据匿名化方法
- 作者：Sarah Zouinina;Younes Bennani;Nicoleta Rogovschi;Abdelouahid Lyhyaoui
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Data anonymization;
- Learning vector quantization;
- Privacy utility tradeoff;
- Microaggregation;
16.An Innovative Graph-Based Approach to Advance Feature Selection from Multiple Textual Documents

机译：一种基于图的创新方法，可以从多个文本文档中选择特征
- 作者：Nikolaos Giarelis;Nikos Kanakaris;Nikos Karacapilidis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Feature selection;
- Graph-based text representation;
- Document clustering;
- Text mining;
- Natural Language Processing;
17.Graph Neural Networks to Advance Anticancer Drug Design

机译：图神经网络促进抗癌药物设计
- 作者：Asmaa Rassil;Hiba Chougrad;Hamid Zouaki
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Graph neural networks;
- Transductive learning;
- Inductive learning;
- Representation vectors;
- Anticancer activity prediction;
18.Task-Projected Hyperdimensional Computing for Multi-task Learning

机译：用于多任务学习的任务投影超维计算
- 作者：Cheng-Yang Chang;Yu-Chuan Chuang;An-Yeu (Andy) Wu
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Hyperdimensional Computing;
- Multi-task learning;
- Redundant dimensionality;
19.Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations

机译：使用具有词情感关联的深度神经网络挖掘消费者评论的观点
- 作者：Petr Hajek;Aliaksandr Barushka;Michal Munk
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Opinion mining;
- Consumer review;
- Word embedding;
- Lexicon;
- Sentiment - Deep neural network;
20.An Adaptive Approach on Credit Card Fraud Detection Using Transaction Aggregation and Word Embeddings

机译：基于交易聚合和词嵌入的信用卡欺诈自适应检测方法
- 作者：Ali Yesilkanat;Bans Bayram;Bilge Koeroglu;Segil Arslan
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Fraud detection;
- Imbalanced data;
- Concept drift;
- Decision system;
- Character-level word embedding;
21.Machine Learning for Cognitive Load Classification - A Case Study on Contact-Free Approach

机译：机器学习的认知负荷分类-非接触式方法案例研究
- 作者：Mobyen Uddin Ahmed;Shahina Begum;Rikard Gestloef;Hamidur Rahman;Johannes Soerman
- 会议名称：《》 | 2020年
22.κ-means Cluster Shape Implications

机译：κ-均值聚类形状含义
- 作者：Mieczystaw A. Kłopotek;Sławornir T. Wierzchon;Robert A. Klopotek
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Cluster shape;
- Motion-consistency;
- Outer-consistency;
- Incremental clustering;
- Perfect cluster separation;
- Clusterability;
23.Demand Forecasting of Short Life Cycle Products Using Data Mining Techniques

机译：使用数据挖掘技术的短生命周期产品需求预测
- 作者：Ashraf A. Afifi
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Demand forecasting;
- Short life cycle products;
- Data mining;
- Clustering;
- Rule induction;
24.Arbitrary Scale Super-Resolution for Brain MRI Images

机译：大脑MRI图像的任意尺度超分辨率
- 作者：Chuan Tan;Jin Zhu;Pietro Lio
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Super-Resolution;
- Medical image analysis;
- Meta-Learning;
- Image processing;
25.Knowledge-Based Fusion for Image Tampering Localization

机译：基于知识的融合，用于图像篡改本地化
- 作者：Chryssanthi Iakovidou;Symeon Papadopoulos;Yiannis Kompatsiaris
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Image tampering localization;
- Late-decision fusion;
- Passive image forensics;
26.Transfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images

机译：使用卷积神经网络架构进行转移学习以从MRI图像分类脑肿瘤
- 作者：Rayene Chelghoum;Ameur Ikhlef;Amina Hameurlaine;Sabir Jacquir
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Convolutional Neural Network;
- Brain tumor;
- Classification;
- Deep learning;
- Magnetic resonance images;
- Transfer learning;
27.Cross-Domain Authorship Attribution Using Pre-trained Language Models

机译：使用预先训练的语言模型进行跨域作者归属
- 作者：Georgios Barlas;Efstathios Stamatatos
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Authorship Attribution;
- Neural network language models;
- Pre-trained language models;
28.Indoor Localization with Multi-objective Selection of Radiomap Models

机译：具有无线电地图模型多目标选择的室内定位
- 作者：Rafael Alexandrou;Harris Papadopoulos;Andreas Konstantinidis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Indoor Localization;
- Smartphones;
- Fingerprinting;
- Artificial Neural Networks;
- Multi-Objective Optimization;
29.STDP Plasticity in TRN Within Hierarchical Spike Timing Model of Visual Information Processing

机译：视觉信息处理的分层峰值时序模型中TRN的STDP可塑性
- 作者：Petia Koprinkova-Hristova;Nadejda Bocheva;Simona Nedelcheva;Miroslava Stefanova;Bilyana Genova;Radoslava Kraleva;Velin Kralev
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Spike timing neural model;
- Spike timing dependent plasticity;
- Visual system;
- Decision making;
- Saccade generation;
30.Tensor-Based CUDA Optimization for ANN Inferencing Using Parallel Acceleration on Embedded GPU

机译：基于张量的基于CUDA优化的嵌入式GPU上的并行加速用于神经网络推理
- 作者：Ahmed Khamis Abdullah AI Ghadani;Waleeja Mateen;Rameshkumar G. Ramaswamy
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Artificial Neural Networks;
- Embedded GPU;
- TensorRT;
- Real-time;
- NVIDIA Jetson;
- Image processing;
- YOLO;
- CUDA;
31.The Random Neural Network in Price Predictions

机译：价格预测中的随机神经网络
- 作者：Will Serrano
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Artificial Intelligence - Price predictions;
- Stock market;
- Fintech;
- Random Neural Network;
32.Automated MeSH Indexing of Biomedical Literature Using Contextualized Word Representations

机译：使用上下文词表示法对生物医学文献进行自动MeSH索引
- 作者：Dimitrios A. Koutsomitropoulos;Andreas D. Andriopoulos
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Classification;
- Indexing;
- Word embeddings;
- Thesauri;
- Ontologies;
- Doc2Vec;
- ELMo;
- MeSH;
- Deep learning;
33.A Deep Learning Approach to Aspect-Based Sentiment Prediction

机译：基于方面的情感预测的深度学习方法
- 作者：Georgios Alexandridis;Konstantinos Michalakis;John Aliprantis;Pavlos Polydoras;Panagiotis Tsantilas;George Caridakis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
34.Network Aggregation to Enhance Results Derived from Multiple Analytics

机译：网络聚合以增强来自多个分析的结果
- 作者：Diane Duroux;Hector Climente-Gonzalez;Lars Wienbrandt;Kristel Van Steen
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Networks;
- Aggregation;
- Latent class methods;
- Epistasis;
35.A Novel Learning Automata-Based Strategy to Generate Melodies from Chordal Inputs

机译：一种基于学习自动机的新颖策略，可从和弦输入中产生旋律
- 作者：I. Helmy;B. John Oommen
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Learning Automata (LA);
- Learning systems;
- Music composition;
- Markov chain model;
- Markov property;
36.Joint Multi-object Detection and Segmentation from an Untrimmed Video

机译：来自未修剪视频的联合多目标检测和分割
- 作者：Xinling Liu;Le Wang;Qilin Zhang;Nanning Zheng;Gang Hua
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Video object segmentation;
- Data association;
- Object detection;
37.Knowledge-Based Management and Reasoning on Cultural and Natural Touristic Routes

机译：基于文化和自然旅游路线的知识管理与推理
- 作者：Evangelos A. Stathopoulos;Alexandras Kokkalas;Eirini E. Mitsopoulou;Athanasios T. Patenidis;Georgios Meditskos;Sotiris Diplaris;Ioannis Paliokas;Stefanos Vrochidis;Konstantinos Votis;Dimitrios Tzovaras;Ioannis Kompatsiaris
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Ontologies;
- Reasoning;
- Semantically enriched geodata;
- Data homogenization;
- Route recommendation subsystem;
38.Ontological Foundations of Modelling Security Policies for Logical Analytics

机译：逻辑分析安全策略建模的本体论基础
- 作者：Karolina Bataityte;Vassil Vassilev;Olivia Jo Gill
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Security policies;
- Modelling;
- Ontologies;
- Knowledge representation;
- Situations and actions;
- Frame problem;
39.RDF Reasoning on Large Ontologies: A Study on Cultural Heritage and Wikidata

机译：大型本体的RDF推理：文化遗产和Wikidata研究
- 作者：Nuno Freire;Diogo Proenca
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Data volume;
- Reasoning;
- Wikidata;
- Schema.org;
- Semantic web;
40.The MuseLearn Platform: Personalized Content for Museum Visitors Assisted by Vision-Based Recognition and 3D Pose Estimation of Exhibits

机译：MuseLearn平台：基于视觉的识别和展品的3D姿势估算为博物馆参观者提供个性化内容
- 作者：G. Styliaras;C. Constantinopoulos;P. PanteJeris;D. Michel;N. Pantzou;K. Papavasileiou;K. Tzortzi;A. Argyros;D. Kosmopoulos
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Museum guide system;
- Recommender system;
- Pose estimation;
- Content management system;
41.Optimizing Self-organizing Lists-on-Lists Using Transitivity and Pursuit-Enhanced Object Partitioning

机译：使用可传递性和追求目标的对象分区，优化自组织列表对列表
- 作者：O. Ekaba Bisong;B. John Oommen
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
42.Boosted Ensemble Learning for Anomaly Detection in 5G RAN

机译：用于5G RAN中异常检测的增强集成学习
- 作者：Tobias Sundqvist;Monowar H. Bhuyan;Johan Forsman;Erik Elmroth
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年
- Anomaly detection;
- AdaBoost;
- LSTM;
- Radio Access Network (RAN);
- 5G;
- System logs;
- Functional area;
43.Preface

机译：前言
- 作者：Ilias Maglogiannis;Plamen Angelov;John Macintyre;Lazaros Iliadis;Stefanos Kolias;Elias Pimenidis
- 会议名称：《IFIP WG 12.5 International workshops on artificial intelligence applications and innovations;Mining Humanistic Data Workshop;Workshop on 5G-Putting Intelligence to the Network Edge》 | 2020年