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SIGKDD explorations

中文名称：SIGKDD探索

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1.Nostalgin: Extracting 3D City Models from Historical Image Data

机译：nostalgin：从历史图像数据中提取3D城市模型
- 作者：Amol Kapoor;Hunter Larco;Raimondas Kiveris
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- 3D modeling;
- Computer vision;
- City generation;
- Neural networks;
2.Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network

机译：基于深度时空神经网络的多运输需求共识
- 作者：Junchen Ye;Leilei Sun;Bowen Du;Yanjie Fu;Xinran Tong;Hui Xiong
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Demand Prediction;
- Spatio-Temporal Analysis;
- Sharing Economy;
- Deep Neural Network;
3.Learning From Networks: Algorithms, Theory, and Applications

机译：从网络学习：算法，理论和应用
- 作者：Xiao Huang;Peng Cui;Yuxiao Dong;Jundong Li;Huan Liu;Jian Pei;Le Song;Jie Tang;Fei Wang;Hongxia Yang;Wenwu Zhu
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
4.Coupled Variational Recurrent Collaborative Filtering

机译：耦合变分频复制协同滤波
- 作者：Qingquan Song;Shiyu Chang;Xia Hu
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Collaborative filtering;
- Streaming recommender system;
- Matrix factorization;
- Deep Bayesian learning;
5.Machine Learning at Microsoft with ML.NET

机译：Microsoft的机器学习用ML.NET
- 作者：Zeeshan Ahmed;Saeed Amizadeh;Mikhail Bilenko;Rogan Carr;Wei-Sheng Chin;Yael Dekel;Xavier Dupre;Vadim Eksarevskiy;Senja Filipi;Tom Finley;Abhishek Goswami;Monte Hoover;Scott Inglis;Matteo Interlandi;Najeeb Kazmi;Gleb Krivosheev;Pete Lufere
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
6.Understanding the Role of Style in E-commerce Shopping

机译：了解风格在电子商务购物中的作用
- 作者：Hao Jiang;Aakash Sabharwal;Adam Henderson;Diane Hu;Liangjie Hong
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Supervised learning;
- Embeddings;
- Style;
- E-commerce;
- User behavior;
7.Efficient and Effective Express via Contextual Cooperative Reinforcement Learning

机译：通过上下文合作强化学习高效有效的快递
- 作者：Yexin Li;Yu Zheng;Qiang Yang
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Express system;
- Constrained Clustering;
- Reinforcement Learning;
8.Constructing High Precision Knowledge Bases with Subjective and Factual Attributes

机译：用主观和事实属性构建高精度知识库
- 作者：Ari Kobren;Pablo Barrio;Oksana Yakhnenko;Johann Hibschman;Ian Langmore
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Knowledge base construction;
- Crowdsourcing;
- Neural networks;
- Probabilistic modeling;
9.Optimizing Cluster-based Randomized Experiments under Monotonicity

机译：优化单调性基于聚类的随机实验
- 作者：Jean Pouget-Abadie;Vahab Mirrokni;David C. Parkes;Edoardo M. Airoldi
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Causal inference;
- Potential outcomes;
- Violations of SUTVA;
10.Towards Knowledge-Based Personalized Product Description Generation in E-commerce

机译：走向基于知识的个性化产品描述生成电子商务
- 作者：Qibin Chen;Junyang Lin;Yichang Zhang;Hongxia Yang;Jingren Zhou;Jie Tang
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Product Description Generation;
- Controllable Text Generation;
- Personalization;
- Knowledge Base;
11.Hypothesis Testing and Statistically-sound Pattern Mining

机译：假设检测和统计学声音模式挖掘
- 作者：Leonardo Pellegrina;Matteo Riondato;Fabio Vandin
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Family-wise Error Rate;
- Hypothesis Testing;
- Itemset Mining;
12.Dual Averaging Method for Online Graph-structured Sparsity

机译：用于在线图形结构稀疏性的双平均方法
- 作者：Baojian Zhou;Feng Chen;Yiming Ying
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Online learning;
- Dual averaging;
- Graph-structured sparsity;
13.TUBE: Embedding Behavior Outcomes for Predicting Success

机译：管：嵌入预测成功的行为结果
- 作者：Daheng Wang;Tianwen Jiang;Nitesh V. Chawla;Meng Jiang
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Behavior modeling;
- Representation learning;
- Effectiveness;
- Recommender Systems;
14.A Memory-Efficient Sketch Method for Estimating High Similarities in Streaming Sets

机译：一种用于估计流集中高相似性的记忆有效草图方法
- 作者：Pinghui Wang;Yiyan Qi;Yuanming Zhang;Qiaozhu Zhai;Chenxu Wang;John C. S. Lui;Xiaohong Guan
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Streaming algorithms;
- Sketch;
- Jaccard coefficient similarity;
15.Quantifying and Minimizing Risk of Conflict in Social Networks

机译：量化和最大限度地减少社交网络冲突风险
- 作者：Xi Chen;Jefrey Lijffijt;Tijl De Bie
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Social networks;
- Conflict;
- Controversy;
- Disagreement measures;
16.Stable Prediction across Unknown Environments

机译：跨未知环境的稳定预测
- 作者：Kun Kuang;Peng Cui;Susan Athey;Ruoxuan Xiong;Bo Li
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Stability;
- Stable Prediction;
- Unknown Environments;
- Confounder (Variable) Balancing;
17.Embedding Temporal Network via Neighborhood Formation

机译：通过邻域形成嵌入时间网络
- 作者：Yuan Zuo;Guannan Liu;Hao Lin;Jia Guo;Xiaoqian Hu;Junjie Wu
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Temporal Network;
- Network Embedding;
- Learning Representation;
- Hawkes Process;
18.Sample Adaptive Multiple Kernel Learning for Failure Prediction of Railway Points

机译：样本自适应多核学习，用于铁路点的故障预测
- 作者：Zhibin Li;Jian Zhang;Qiang Wu;Yongshun Gong;Jinfeng Yi;Christina Kirsch
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Railway points;
- Multiple kernel learning;
- Missing data;
- Failure prediction;
19.Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection

机译：迈向可持续乳制品管理 - 一种机器学习增强方法对雌性检测
- 作者：Kevin Fauvel;Veronique Masson;Elisa Fromont;Philippe Faverdin;Alexandre Termier
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Sustainable Dairy Management;
- Machine Learning;
- Classification;
- Interpretability;
20.Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning

机译：非洲基础设施质量评估使用卫星图像和深度学习
- 作者：Barak Oshri;Annie Hu;Peter Adelson;Xiao Chen;Pascaline Dupas;Jeremy Weinstein;Marshall Burke;David Lobell;Stefano Ermon
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Deep learning;
- Remote sensing;
- Computational sustainability;
21.Sherlock: A Deep Learning Approach to Semantic Data Type Detection

机译：Sherlock：语义数据类型检测的深度学习方法
- 作者：Madelon Hulsebos;Kevin Hu;Michiel Bakker;Emanuel Zgraggen;Arvind Satyanarayan;Tim Kraska;Cagatay Demiralp;Cesar Hidalgo
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Tabular data;
- Type detection;
- Semantic types;
- Deep learning;
22.SDREGION: Fast Spoting of Changing Communities in Biological Networks

机译：SDREGION：快速发现生物网络中的社区
- 作者：Serene W. H. Wong;Chiara Pastrello;Max Kotlyar;Christos Faloutsos;Igor Jurisica
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Dynamic graphs;
- Decreasing density subgraph detection;
- Increasing density subgraph detection;
- Temporal data;
23.An Extensible Event Extraction System With Cross-Media Event Resolution

机译：具有跨媒体事件分辨率的可扩展事件提取系统
- 作者：Fabio Petroni;Natraj Raman;Timothy Nugent;Armineh Nourbakhsh;Zarko Panic;Sameena Shah;Jochen L. Leidner
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Event extraction;
- First story detection;
- Event coreference;
- Information extraction;
- News analytics;
24.Deep Natural Language Processing for Search and Recommender Systems

机译：搜索和推荐系统的深度自然语言处理
- 作者：Weiwei Guo;Huiji Gao;Jun Shi;Bo Long;Liang Zhang;Bee-Chung Chen;Deepak Agarwal
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Deep Learning;
- Natural Language Understanding/Generation;
- Search Engine;
- Recommender System;
25.EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection

机译：EANN：用于多模态假新闻检测的事件对抗性神经网络
- 作者：Yaqing Wang;Fenglong Ma;Zhiwei Jin;Ye Yuan;Guangxu Xun;Kishlay Jha;Lu Su;Jing Gao
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Fake news detection;
- Adversarial neural networks;
- Deep learning;
26.A Real-time Framework for Detecting Efficiency Regressions in a Globally Distributed Codebase

机译：用于检测全局分布式代码库的效率回归的实时框架
- 作者：Martin Valdez-Vivas;Caner Gocmen;Andrii Korotkov;Ethan Fang;Kapil Goenka;Sherry Chen
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
27.Learning to Estimate the Travel Time

机译：学习估计旅行时间
- 作者：Zheng Wang;Kun Fu;Jieping Ye
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Location-based services;
- Estimated time of arrival;
- Wide-deep-recurrent Learning;
28.Extremely Fast Decision Tree

机译：极快的决策树
- 作者：Chaitanya Manapragada;Geoffrey I. Webb;Mahsa Salehi
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Incremental Learning;
- Decision Trees;
- Classification;
29.Q&R: A Two-Stage Approach toward Interactive Recommendation

机译：问答：互动推荐的两阶段方法
- 作者：Konstantina Christakopoulou;Alex Beutel;Rui Li;Sagar Jain;Ed H. Chi
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
30.Context by Proxy: Identifying Contextual Anomalies Using an Output Proxy

机译：Context by代理：使用输出代理识别上下文异常
- 作者：Jan-Philipp Schulze;Artur Mrowca;Elizabeth Ren;Hans-Andrea Loeliger;Konstantin Bottinger
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Anomaly detection;
- Unsupervised learning;
- Recurrent neural networks;
- Signal processing;
- Automotive;
31.Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search

机译：公平知识在搜索和推荐系统中排名，以应用于LinkedIn人才搜索
- 作者：Sahin Cem Geyik;Stuart Ambler;Krishnaram Kenthapadi
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Fairness-aware ranking;
- Talent search amp;
- recommendation systems;
32.Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks

机译：使用图形神经网络估算知识图中的节点重要性
- 作者：Namyong Park;Andrey Kan;Xin Luna Dong;Tong Zhao;Christos Faloutsos
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Node importance estimation;
- Knowledge graphs;
- Graph neural networks;
- Attention model;
33.Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA

机译：使用多变量卷积LSTM与概率PCA混合物的多变量卷积LSTM检测空间中的异常
- 作者：Shahroz Tariq;Sangyup Lee;Youjin Shin;Myeong Shin Lee;Okchul Jung;Daewon Chung;Simon S. Woo
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Anomaly detection;
- LSTMs;
- Aerospace;
- Time-series;
34.Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System

机译：排名蒸馏：学习具有高性能的紧凑型排名模型，适用于推荐系统
- 作者：Jiaxi Tang;Ke Wang
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Recommender System;
- Learning to Rank;
- Knowledge Transfer;
- Model Compression;
35.Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

机译：知识意识的图形神经网络，具有标签平滑正则为推荐系统的正规化
- 作者：Hongwei Wang;Fuzheng Zhang;Mengdi Zhang;Jure Leskovec;Miao Zhao;Wenjie Li;Zhongyuan Wang
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Knowledge-aware recommendation;
- Graph neural networks;
- Label Propagation;
36.Adversarial Detection with Model Interpretation

机译：对模型解释的对抗检测
- 作者：Ninghao Liu;Hongxia Yang;Xia Hu
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Adversarial Detection;
- Machine Learning Interpretation;
- Spammer Detection;
37.Neural Memory Streaming Recommender Networks with Adversarial Training

机译：神经内存流媒体推荐网络，具有对抗性培训
- 作者：Qinyong Wang;Hongzhi Yin;Zhiting Hu;Defu Lian;Hao Wang;Zi Huang
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
38.Deep r-th Root of Rank Supervised Joint Binary Embedding for Multivariate Time Series Retrieval

机译：对多变量时间序列检索的第四级群体的深度r-th
- 作者：Dongjin Song;Ning Xia;Wei Cheng;Haifeng Chen;Dacheng Tao
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Deep learning;
- Multivariate time series retrieval;
- R-th root ranking loss;
- Supervised binary embedding;
39.Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation

机译：赋予A *搜索算法与神经网络进行个性化路由推荐
- 作者：Jingyuan Wang;Ning Wu;Wayne Xin Zhao;Fanzhang Peng;Xin Lin
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Route Recommendation;
- A~* Search;
- Neural Networks;
- Attention;
- Personalized Recommendation;
40.NPA: Neural News Recommendation with Personalized Attention

机译：NPA：神经新闻推荐，具有个性化关注
- 作者：Chuhan Wu;Fangzhao Wu;Mingxiao An;Jianqiang Huang;Yongfeng Huang;Xing Xie
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- News Recommendation;
- Neural Network;
- Personalized Attention;
41.PCA by Determinant Optimisation has no Spurious Local Optima

机译：通过决定因素优化的PCA没有杂散的本地Optima
- 作者：Raphael A. Hauser;Armin Eftekhari;Heinrich F. Matzinger
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Principal component analysis;
- Non-convex optimization;
- Saddle point property;
42.Enhancing Collaborative Filtering with Generative Augmentation

机译：增强具有生成增强的协同滤波
- 作者：Qinyong Wang;Hongzhi Yin;Hao Wang;Quoc Viet Hung Nguyen;Zi Huang;Lizhen Cui
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Adversarial Training;
- Collaborative Filtering;
- Data Sparsity;
43.Foundations of Large-Scale Sequential Experimentation

机译：大规模顺序实验的基础
- 作者：Aaditya Ramdas
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
44.Deep Interest Network for Click-Through Rate Prediction

机译：用于点击率预测的深息网络
- 作者：Guorui Zhou;Xiaoqiang Zhu;Chengru Song;Ying Fan;Han Zhu;Xiao Ma;Yanghui Yan;Junqi Jin;Han Li;Kun Gai
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Click-Through Rate Prediction;
- Display Advertising;
- E-commerce;
45.Concepts-Bridges: Uncovering Conceptual Bridges Based On Biomedical Concept Evolution

机译：概念 - 桥梁：基于生物医学概念演变的揭示概念桥梁
- 作者：Kishlay Jha;Guangxu Xun;Yaqing Wang;Vishrawas Gopalakrishnan;Aidong Zhang
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Hypotheses generation;
- Temporal dynamics;
- Word embeddings;
46.Explainable AI in Industry

机译：在工业中解释了AI
- 作者：Krishna Gade;Sahin Cem Geyik;Krishnaram Kenthapadi;Varun Mithal;Ankur Taly
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
47.MVAN: Multi-view Attention Networks for Real Money Trading Detection in Online Games

机译：MVAN：多视图注意网络在线游戏中的实际货币交易检测
- 作者：Jianrong Tao;Jianshi Lin;Shize Zhang;Sha Zhao;Runze Wu;Changjie Fan;Peng Cui
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
48.Exploring the Urban Region-of-Interest through the Analysis of Online Map Search Queries

机译：通过分析在线地图搜索查询来探索城市地区的兴趣
- 作者：Ying Sun;Hengshu Zhu;Fuzhen Zhuang;Jingjing Gu;Qing He
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
49.Arbitrary-Order Proximity Preserved Network Embedding

机译：任意订单邻近保留网络嵌入
- 作者：Ziwei Zhang;Peng Cui;Xiao Wang;Jian Pei;Xuanrong Yao;Wenwu Zhu
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Network Embedding;
- Arbitrary-Order Proximity;
- Network Representation Learning;
50.R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering

机译：R-VQA：学习具有语义关注的视觉关系事实，用于视觉问题应答
- 作者：Pan Lu;Lei Ji;Wei Zhang;Nan Duan;Ming Zhou;Jianyong Wang
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Visual question answering;
- Relation fact mining;
- Semantic knowledge;
- Attention network;
- Question answering;
51.Tensorized Determinantal Point Processes for Recommendation

机译：推荐的趋势决定性点流程
- 作者：Romain Warlop;Jeremie Mary;Mike Gartrell
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Determinantal Point Process;
- Basket completion;
- Tensor;
52.Demand-Aware Charger Planning for Electric Vehicle Sharing

机译：需要感知电动车辆共享的充电器规划
- 作者：Bowen Du;Yongxin Tong;Zimu Zhou;Qian Tao;Wenjun Zhou
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Electric Vehicles;
- Location Selection;
- Submodularity;
53.Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation

机译：具有动态治疗建议经常性神经网络的监督钢筋学习
- 作者：Lu Wang;Wei Zhang;Xiaofeng He;Hongyuan Zha
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Supervised Reinforcement Learning;
- Dynamic Treatment Regime;
- Deep Sequential Recommendation;
54.Tutorial: Are You My Neighbor? Bringing Order to Neighbor Computing Problems

机译：教程：你是我的邻居吗？为邻居计算问题带来订单
- 作者：David C. Anastasiu;Huzefa Rangwala;Andrea Tagarelli
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Nearest neighbor search;
- Graph construction;
- Sparse data;
55.Three-Dimensional Stable Matching Problem for Spatial Crowdsourcing Platforms

机译：空间覆盖平台三维稳定匹配问题
- 作者：Boyang Li;Yurong Cheng;Ye Yuan;Guoren Wang;Lei Chen
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Spatial database;
- Crowdsourcing;
- Stable Matching;
56.Investment Behaviors Can Tell What Inside: Exploring Stock Intrinsic Properties for Stock Trend Prediction

机译：投资行为可以讲述内部的内容：探索股票趋势预测的股票内在属性
- 作者：Chi Chen;Li Zhao;Jiang Bian;Chunxiao Xing;Tie-Yan Liu
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Stock Prediction;
- Mutual Fund Portfolio Data;
- Matrix Factorization;
57.Learning Dynamics of Decision Boundaries without Additional Labeled Data

机译：学习决策边界的动态，没有其他标记数据
- 作者：Atsutoshi Kumagai;Tomoharu Iwata
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Transfer learning;
- Semi-supervised learning;
- Concept drift;
58.Deploying Machine Learning Models for Public Policy: A Framework

机译：用于公共政策的部署机器学习模型：框架
- 作者：Klaus Ackermann;Joe Walsh;Adolfo De Unanue;Hareem Naveed;Andrea Navarrete Rivera;Sun-Joo Lee;Jason Bennett;Michael Defoe;Crystal Cody;Lauren Haynes;Rayid Ghani
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
59.Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

机译：通过随机复发性神经网络进行多变量时间序列的强大异常检测
- 作者：Ya Su;Youjian Zhao;Chenhao Niu;Rong Liu;Wei Sun;Dan Pei
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Anomaly Detection;
- Multivariate Time Series;
- Stochastic Model;
- Recurrent Neural Network;
60.A Scalable Solution for Rule-Based Part-of-Speech Tagging on Novel Hardware Accelerators

机译：关于基于规则的语音标记的可扩展解决方案，用于新的硬件加速器
- 作者：Elaheh Sadredini;Deyuan Guo;Chunkun Bo;Reza Rahimi;Kevin Skadron;Hongning Wang
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- POS tagging;
- Rule-based;
- Automata;
- Hardware acceleration;
61.Auto-Keras: An Efficient Neural Architecture Search System

机译：Auto-Keras：一个有效的神经结构搜索系统
- 作者：Haifeng Jin;Qingquan Song;Xia Hu
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Automated Machine Learning;
- AutoML;
- Neural Architecture Search;
- Bayesian Optimization;
- Network Morphism;
62.Gmail Smart Compose: Real-Time Assisted Writing

机译：Gmail Smart Compose：实时辅助写作
- 作者：Mia Xu Chen;Benjamin N. Lee;Gagan Bansal;Yuan Cao;Shuyuan Zhang;Justin Lu;Jackie Tsay;Yinan Wang;Andrew M. Dai;Zhifeng Chen;Timothy Sohn;Yonghui Wu
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Smart Compose;
- Language model;
- Assisted writing;
- Large-scale serving;
63.Multi-Cast Attention Networks

机译：多铸造注意网络
- 作者：Yi Tay;Luu Anh Tuan;Siu Cheung Hui
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Deep Learning;
- Information Retrieval;
- Question Answering;
- Conversation Modeling;
64.PME: Projected Metric Embedding on Heterogeneous Networks for Link Prediction

机译：PME：在异构网络上嵌入的预计度量标准进行链路预测
- 作者：Hongxu Chen;Hongzhi Yin;Weiqing Wang;Hao Wang;Quoc Viet Hung Nguyen;Xue Li
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Heterogenous Network Embedding;
- Link Prediction;
65.Voxel Deconvolutional Networks for 3D Brain Image Labeling

机译：用于3D脑图像标记的体素去卷积网络
- 作者：Yongjun Chen;Hongyang Gao;Lei Cai;Min Shi;Dinggang Shen;Shuiwang Ji
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Deep learning;
- Voxel deconvolutional layer;
- Voxel deconvolutional networks;
- Volumetric brain image labeling;
66.Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data

机译：学习使用数字粘附数据的结核病患者的疗效
- 作者：Jackson A. Killian;Bryan Wilder;Amit Sharma;Vinod Choudhary;Bistra Dilkina;Milind Tambe
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Tuberculosis;
- Treatment adherence;
- Predictive modeling;
- Interpretability;
- Digital adherence technology;
- Machine learning;
67.Pairwise Comparisons with Flexible Time-Dynamics

机译：配对与灵活的时间动态进行比较
- 作者：Lucas Maystre;Victor Kristof;Matthias Grossglauser
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
68.I Know You'll Be Back: Interpretable New User Clustering and Churn Prediction on a Mobile Social Application

机译：我知道你会回来的：可解释的新用户聚类和流失在移动社交应用程序上的预测
- 作者：Carl Yang;Xiaolin Shi;Jie Luo;Jiawei Han
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Interpretable model;
- User clustering;
- Churn prediction;
69.Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced Data

机译：在线自适应非对称主动学习，用于预算的不平衡数据
- 作者：Yifan Zhang;Peilin Zhao;Jiezhang Cao;Wenye Ma;Junzhou Huang;Qingyao Wu;Mingkui Tan
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
70.MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation

机译：MELU：META学识表的冷启动推荐用户偏好估算器
- 作者：Hoyeop Lee;Jinbae Im;Seongwon Jang;Hyunsouk Cho;Sehee Chung
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Recommender systems;
- Cold-start problem;
- User preference estimation;
- Meta-learning;
71.Coupled Context Modeling for Deep Chit-Chat: Towards Conversations between Human and Computer

机译：Deep Chit-Chat的耦合上下文建模：朝向人与计算机之间的对话
- 作者：Rui Yan;Dongyan Zhao
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Context modeling;
- Conversational system;
- Retrieval model;
72.Fates of Microscopic Social Ecosystems: Keep Alive or Dead?

机译：微观社会生态系统的束缚：保持活力或死亡？
- 作者：Haoyang Li;Peng Cui;Chengxi Zang;Tianyang Zhang;Wenwu Zhu;Yishi Lin
- 期刊名称：《SIGKDD explorations》 | 2019年第udisk期
- Social Ecosystem;
- Social Activity;
- Dynamic Model;
73.Efficient Mining of the Most Significant Patterns with Permutation Testing

机译：有效采矿最重要的模式，具有排列测试
- 作者：Leonardo Pellegrina;Fabio Vandin
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
- Statistical pattern mining;
- Hypothesis testing;
- Top-k patterns;
74.Data Science Summer Academy for Chicago Public School Students

机译：芝加哥公立学生数据科学夏季学院
- 作者：Bamshad Mobasher;Raffaella Settimi;Lucia Dettori;Nasim Sonboli;Daniela Raicu;Monica Stettler
- 期刊名称：《SIGKDD explorations》 | 2019年第1期
- Data science;
- Summer academy;
- Chicago;
- Public schools;
75.Multi-Task Learning with Neural Networks for Voice Query Understanding on an Entertainment Platform

机译：用娱乐平台对语音查询理解的神经网络多任务学习
- 作者：Jinfeng Rao;Ferhan Ture;Jimmy Lin
- 期刊名称：《SIGKDD explorations》 | 2018年第udisk期
76.Collaborative Filtering for Binary, Positive-only Data

机译：二进制，仅限数据的协同过滤
- 作者：Koen Verstrepen;Boris Cule;Kanishka Bhaduri;Bart Goethals
- 期刊名称：《SIGKDD explorations》 | 2017年第1期
77.Common pitfalls in training and evaluating recommender systems

机译：培训和评估推荐系统中的常见缺陷
- 作者：Hung-Hsuan Chen;Chu-An Chung;Hsin-Chien Huang;Wen Tsui
- 期刊名称：《SIGKDD explorations》 | 2017年第1期
78.Intelligent Disaster Response via Social Media Analysis - A Survey

机译：通过社交媒体分析智能灾害响应 - 调查
- 作者：Tahora H. Nazer;Guoliang Xue;Yusheng Ji;Huan Liu
- 期刊名称：《SIGKDD explorations》 | 2017年第1期
79.Fake News Detection on Social Media: A Data Mining Perspective

机译：社交媒体上的假新闻检测：数据挖掘视角
- 作者：Kai Shu;Amy Sliva;Suhang Wang;Jiliang Tang;Huan Liu
- 期刊名称：《SIGKDD explorations》 | 2017年第1期
80.On the Measurement and Prediction of Web Content Utility: A Review

机译：关于Web内容实用程序的测量与预测：综述
- 作者：Yuan Yao;Hanghang Tong;Feng Xu;Jian Lu
- 期刊名称：《SIGKDD explorations》 | 2017年第2期
81.Toward a Progress Indicator for Machine Learning Model Building and Data Mining Algorithm Execution: A Position Paper

机译：走向机器学习模型建设和数据挖掘算法的进度指示：一个位置纸
- 作者：Gang Luo
- 期刊名称：《SIGKDD explorations》 | 2017年第2期
- Machine learning;
- Data mining;
- Progress indicator;
- Load management;
- Automatic administration;
82.A Survey on Dialogue Systems: Recent Advances and New Frontiers

机译：对话系统调查：最近的进展和新的边疆
- 作者：Hongshen Chen;Xiaorui Liu;Dawei Yin;Jiliang Tang
- 期刊名称：《SIGKDD explorations》 | 2017年第2期
83.Delve: A Dataset-Driven Scholarly Search and Analysis System

机译：delve：DataSet驱动的学术搜索和分析系统
- 作者：Uchenna Akujuobi;Xiangliang Zhang
- 期刊名称：《SIGKDD explorations》 | 2017年第2期
84.Luck is Hard to Beat: The Difficulty of Sports Prediction

机译：运气难以击败：体育预测的难度
- 作者：Raquel Y. S. Aoki;Renato M. Assuncao;Pedro O. S. Vaz de Melo
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Sports Analytics;
- Uncertainty Quantification;
- Graphical Model;
85.Planning Bike Lanes based on Sharing-Bikes' Trajectories

机译：根据分享自行车的轨迹规划自行车道
- 作者：Jie Bao;Tianfu He;Sijie Ruan;Yanhua Li;Yu Zheng
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Trajectory Data Mining;
- Urban Planning;
- Urban Computing;
86.Predicting Clinical Outcomes Across Changing Electronic Health Record Systems

机译：预测跨越电子健康记录系统的临床结果
- 作者：Jen J. Gong;Tristan Naumann;Peter Szolovits;John V. Guttag
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Clinical risk models;
- Electronic health records;
- Model portability;
- Machine learning;
87.Cascade Ranking for Operational E-commerce Search

机译：Cascade排名为操作电子商务搜索
- 作者：Shichen Liu;Fei Xiao;Wenwu Ou;Luo Si
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Cascade ranking;
- Operational e-commerce search system;
- Effectiveness and efficiency;
- User experience;
88.A Quasi-experimental Estimate of the Impact of P2P Transportation Platforms on Urban Consumer Patterns

机译：P2P运输平台对城市消费模式影响的准实验估算
- 作者：Zhe Zhang;Beibei Li
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
89.KunPeng: Parameter Server based Distributed Learning Systems and Its Applications in Alibaba and Ant Financial

机译：Kunpeng：基于参数服务器的分布式学习系统及其在阿里巴巴和蚂蚁财务中的应用
- 作者：Jun Zhou;Xiaolong Li;Peilin Zhao;Chaochao Chen;Longfei Li;Xinxing Yang;Qing Cui;Jin Yu;Xu Chen;Yi Ding;Yuan Alan Qi
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Parameter Server;
- Distributed computing system;
- Distributed optimization Algorithm;
90.DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks

机译：DeepProbe：通过经常性神经网络信息定向序列理解和聊天设计
- 作者：Zi Yin;Keng-hao Chang;Ruofei Zhang
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Deep Learning;
- RNN;
- Seq2Seq;
- ChatBot;
- Recommendation system;
- Attention Mechanism;
- Online Advertising;
- Sponsored Search;
- Query Rewriting;
- Probabilistic Scoring;
- Information Gain;
91.Contextual Spatial Outlier Detection with Metric Learning

机译：具有度量学习的上下文空间异常检测
- 作者：Guanjie Zheng;Susan L. Brantley;Thomas Lauvaux;Zhenhui Li
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Outlier detection;
- Metric learning;
92.Functional Annotation of Human Protein Coding Isoforms via Non-convex Multi-Instance Learning

机译：通过非凸多实例学习的人蛋白编码同种型的功能注释
- 作者：Tingjin Luo;Weizhong Zhang;Shang Qiu;Yang Yang;Dongyun Yi;Guangtao Wang;Jieping Ye;Jie Wang
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Non-Convex Problem;
- Key Instance Detection;
- Human PCIs;
- Multiple Instance Learning;
- Alternative Splicing;
93.Discovering Reliable Approximate Functional Dependencies

机译：发现可靠的近似功能依赖项
- 作者：Panagiotis Mandros;Mario Boley;Jilles Vreeken
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Pattern discovery;
- Information theory;
94.Algorithmic Decision Making and the Cost of Fairness

机译：算法决策和公平成本
- 作者：Sam Corbett-Davies;Emma Pierson;Avi Feller;Sharad Goel;Aziz Huq
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
95.Bolt: Accelerated Data Mining with Fast Vector Compression

机译：螺栓：加速数据挖掘快速矢量压缩
- 作者：Davis W. Blalock;John V. Guttag
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Vector Quantization;
- Scalability;
- Compression;
- Nearest Neighbor Search;
96.MetaPAD: Meta Pattern Discovery from Massive Text Corpora

机译：Metapad：来自Massive Text Corpora的Meta模式发现
- 作者：Meng Jiang;Jingbo Shang;Taylor Cassidy;Xiang Ren;Lance M. Kaplan;Timothy P. Hanratty;Jiawei Han
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
97.Developing a Comprehensive Framework for Multimodal Feature Extraction

机译：制定综合框架，用于多模式特征提取
- 作者：Quinten McNamara;Alejandro De La Vega;Tal Yarkoni
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
98.Structural Event Detection from Log Messages

机译：从日志消息中的结构事件检测
- 作者：Fei Wu;Pranay Anchuri;Zhenhui Li
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
99.GRAM: Graph-based Attention Model for Healthcare Representation Learning

机译：克：基于图表的医疗评估学习的注意力模型
- 作者：Edward Choi;Mohammad Taha Bahadori;Le Song;Walter F. Stewart;Jimeng Sun
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Graph;
- Attention Model;
- Predictive Healthcare;
- Electronic Health Records;
100.Large-scale Collaborative Ranking in Near-Linear Time

机译：近线性时间的大规模协作排名
- 作者：Liwei Wu;Cho-Jui Hsieh;James Sharpnack
- 期刊名称：《SIGKDD explorations》 | 2017年第cdarom期
- Collaborative Ranking;
- Recommendation Systems;
- Large-Scale;

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