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ACM TIST Special Issue on Urban Intelligence

Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments

Scalable Urban Mobile Crowdsourcing: Handling Uncertainty in Worker Movement

A Comfort-Based Approach to Smart Heating and Air Conditioning

Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model

Personalized Air Travel Prediction: A Multi-factor Perspective

A Data Mining Approach to Assess Privacy Risk in Human Mobility Data

NEWS

Recent TIST News: 

ACM Transactions on Intelligent Systems and Technology (TIST) is ranked No.1 in all ACM journals in terms of citations received per paper. Each paper published at TIST in the time span (from Jan. 2010 to Dec. 2014) has received 18 citations on average in ACM Digital Library in the past fiscal year (from July 1 2015 to June 30 2016).  

ACM Transactions on Intelligent Systems and Technology (TIST) has been a success story.  Submissions to the journal have increase 76 percent from 2013 to 2015, from 278 original papers and revisions to 488.  Despite this increase, the journal acceptance rate has remained at a steady rate of approximately 24 percent. Furthermore, the TIST Impact Factor increased from 1.251 in 2014 to 3.19 in 2016.  


Journal Metric (2016)

  • - Impact Factor: 3.19
  • - 5-year Impact Factor: 10.47
  • - Avg. Citations in ACM DL: 18 

About TIST

ACM Transactions on Intelligent Systems and Technology (ACM TIST) is a scholarly journal that publishes the highest quality papers on intelligent systems, applicable algorithms and technology with a multi-disciplinary perspective. An intelligent system is one that uses artificial intelligence (AI) techniques to offer important services (e.g., as a component of a larger system) to allow integrated systems to perceive, reason, learn, and act intelligently in the real world. READ MORE

Forthcoming Articles
Dynamic Optimization of the Level of Operational Effectiveness of a CSOC under Adverse Conditions

The analysts at a cybersecurity operations center (CSOC) analyze the alerts that are generated by intrusion detection systems (IDSs). Under normal operating conditions, sufficient numbers of analysts are available to analyze the alert workload. For the purpose of this paper, this means that the cybersecurity analysts in each shift can fully investigate each and every alert that is generated by the IDSs in a reasonable amount of time, and perform their normal tasks in a shift. Normal tasks include analysis time, time to attend training programs, report writing time, personal break time, and time to update the signatures on new patterns in alerts as detected by the IDS. There are number of disruptive factors that occur randomly, and can adversely impact the normal operating condition of a CSOC such as 1) higher alert generation rates from a few IDSs, 2) new alert patterns that decreases the throughput of the alert analysis process, and 3) analyst absenteeism. The impact of all the above factors is that the alerts wait for a long duration before being analyzed, which impacts the Level of Operational Effectiveness (LOE) of the CSOC. In order to return the CSOC to normal operating conditions, the manager of a CSOC can take several actions such as increasing the alert analysis time spent by analysts in a shift by cancelling a training program, spending some of their own time to assist the analysts in alert investigation, and calling upon the on-call analyst workforce to boost the service rate of alerts. However, additional resources are limited in quantity over a 14-day work cycle, and the CSOC manager must determine when and how much action to take in the face of uncertainty, which arises from both the intensity and the random occurrences of the disruptive factors. The above decision by the CSOC manager is non-trivial and is often made in an ad-hoc manner using prior experiences. This paper develops a reinforcement learning (RL) model for optimizing the LOE throughout the entire 14-day work cycle of a CSOC in the face of uncertainties due to disruptive events. Results indicate that the RL model is able to assist the CSOC manager with a decision support tool to make better decisions than current practices in determining when and how much resource to allocate when the LOE of a CSOC deviates from the normal operating condition.

On Incremental High Utility Sequential Pattern Mining

High utility sequential pattern (HUSP) mining is an emerging topic in pattern mining, and only a few algorithms have been proposed to address it. In practice, most sequence databases usually grow over time, and it is inefficient for existing algorithms to mine HUSPs from scratch when databases grow with a small portion of updates. In view of this, we propose the IncUSP-Miner + algorithm to mine HUSPs incrementally. Specifically, to avoid redundant re-computations, we propose a tighter upper bound of the utility of a sequence, called TSU (standing for Tight Sequence Utility), and then design a novel data structure, called the candidate pattern tree, to buffer the sequences whose TSU values are greater than or equal to the minimum utility threshold in the original database. Accordingly, to avoid keeping a huge amount of utility information for each sequence, a set of concise utility information is designed to be stored in each tree node. To improve the mining efficiency, several strategies are proposed to reduce the amount of computation for utility update and the scopes of database scans. Moreover, several strategies are also proposed to properly adjust the candidate pattern tree for the support of multiple database updates. Experimental results on some real and synthetic datasets show that IncUSP-Miner + is able to efficiently mine HUSPs incrementally.

Automatic Extraction of Behavioral Patterns for Elderly Mobility and Daily Routine Analysis

Recognizing human activities using supervised learning methods has been widely studied in the literature. However, for some applications like elderly care, what activities to be identied for analysis are very often unknown. In this paper, we focus on automatic extraction of behavioral patterns as the representations of activities from the trajectory data of an individual. The underlying challenges lie on the need to model the long-range dependency and spatio-temporal variations within the trajectory data. We propose to rst represent the trajectory data using a behavior-aware ow graph which is a probabilistic nite state automaton with its nodes and edges attributed with local behavioral features. We then identify the underlying subows as the behavioral patterns using the kernel k-means algorithm. With the activities automatically identied, we propose a novel nominal matrix factorization method under a Bayesian framework with Lasso to extract highly interpretable daily activity routines. The performance of the proposed methodology has been compared with a number of existing methods using both synthetic and publicly available real smart home data sets with promising results obtained. We also discuss how the proposed unsupervised methodology can be used to support exploratory behavior analysis for elderly care.

Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments

Eliminating the negative effect of non-stationary environmental noise is a long-standing research topic for automatic speech recognition but still remains an important challenge. Data-driven supervised approaches, especially the ones based on deep neural networks, have recently emerged as potential alternatives to traditional unsupervised approaches and with sufficient training, can alleviate the shortcomings of the unsupervised methods in various real-life acoustic environments. In this light, we review recently developed, representative deep learning approaches for tackling non-stationary additive and convolutional degradation of speech with the aim of providing guidelines for those involved in the development of environmentally robust speech recognition systems. We separately discuss single- and multi-channel techniques developed for the front-end and back-end of speech recognition systems, as well as joint front-end and back-end training frameworks.

Multi-view Discrete Hashing for Scalable Multimedia Search

Hashing techniques have recently gained increasing research interests in multimedia studies. Most existing hashing methods only employ single feature for hash code learning. Multi-view data with each view corresponding to a type of feature generally provides more comprehensive information. How to efficiently integrate multiple views for learning compact hash codes still remains challenging. In this paper, we propose a novel unsupervised hashing method, dubbed multi-view discrete hashing (MvDH), by effectively exploring multi-view data. Specifically, MvDH performs matrix factorization to generate the hash codes as the latent representations shared by multiple views, during which spectral clustering is performed simultaneously. The joint learning of hash codes and cluster labels enables that MvDH can generate more discriminative hash codes, which are optimal for classification. An efficient alternating algorithm is developed to solve the proposed optimization problem with guaranteed convergence and low computational complexity. The binary codes are optimized via discrete cyclic coordinate descent (DCC) method to reduce the quantization errors. Extensive experimental results on three large-scale benchmark datasets demonstrate the superiorities of the proposed method over several state-of-the-art methods in terms of both accuracy and scalability.

D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media

Popular social media platforms could rapidly propagate vital information over social networks among a significant number of people. In this work we present D-Map+ (Diffusion Map), a novel visualization method to support exploration and analysis of social behaviors during such information diffusion and propagation on typical social media through a map metaphor. In D-Map+, users who participated in reposting (i.e., resending a message initially posted by others) one central user's posts (i.e., a series of original tweets) are collected and mapped to a hexagonal grid based on their behavior similarities and in chronological order of the repostings. With additional interaction and linking, D-Map+ is capable of providing visual profilings of the influential users, describing their social behaviors and analyzing the siginificant events evolution in social media. A comprehensive visual analysis system is developed to support interactive exploration with D-Map+. We evaluate our work with real world social media data and find interesting patterns among users. Key players, important information diffusion paths, and interactions among social communities can be identified.

Mining Significant Microblogs for Misinformation Identification: An Attention-based Approach

With the rapid growth of social media, massive misinformation is also spreading widely on social media, such as Weibo and Twitter, and brings negative effects to human life. Nowadays, automatic misinformation identification has drawn attention from academic and industrial communities. For an event on social media usually consists of multiple microblogs, current methods are mainly constructed based on global statistical features. However, information on social media is full of noisy, which should be alleviated. Moreover, most of microblogs about an event have little contribution to the identification of misinformation, where useful information can be easily overwhelmed by useless information. Thus, it is important to mine significant microblogs for constructing a reliable misinformation identification method. In this paper, we propose an Attention-based approach for Identification of Misinformation (AIM). Based on the attention mechanism, AIM can select microblogs with largest attention values for misinformation identification. The attention mechanism in AIM contains two parts: content attention and dynamic attention. Content attention is calculated based textual features of each microblog. Dynamic attention is related to the time interval between the posting time of a microblog and the beginning of the event. To evaluate AIM, we conduct a series of experiments on the Weibo dataset and the Twitter dataset, and the experimental results show that the proposed AIM model outperforms the state-of-the-art methods.

Exploiting Multi-Label Information for Noise Resilient Feature Selection

In conventional supervised learning paradigm, each data instance is associated with one single class label. Multi-label learning differs in the way that data instances may belong to multiple concepts simultaneously, which naturally appear in a variety of high impact domains, ranging from bioinformatics, information retrieval to multimedia analysis. It targets to leverage the multiple label information of data instances to build a predictive learning model which can classify unlabeled instances into one or multiple predefined target classes. In multi-label learning, even though each instance is associated with a rich set of class labels, the label information could be noisy and incomplete as the labeling process is both time consuming and labor expensive, leading potential missing annotations or even erroneous annotations. The existence of noisy and missing labels could negatively affect the performance of underlying learning algorithms. More often than not, multi-labeled data often has noisy, irrelevant and redundant features of high dimensionality. The existence of these uninformative features may also deteriorate the predictive power of the learning model due to the curse of dimensionality. Feature selection, as an effective dimensionality reduction technique, has shown to be powerful in preparing high-dimensional data for numerous data mining and machine learning tasks. However, a vast majority of existing multi-label feature selection algorithms either boil down to solving multiple single-labeled feature selection problems or directly make use of the imperfect labels to guide the selection of representative features. As a result, they may not be able to obtain discriminative features shared across multiple labels. In this paper, to bridge the gap between rich source of multi-label information and its blemish in practical usage, we propose a novel noise resilient multi-label informed feature selection framework - MIFS by exploiting the correlations among different labels. In particular, to reduce the negative effects of imperfect label information in obtaining label correlations, we decompose the multi-label information of data instances into a low-dimensional space and then employ the reduced label representation to guide the feature selection phase via a joint sparse regression framework. Empirical studies on both synthetic and real-world datasets demonstrate the effectiveness and efficiency of the proposed MIFS framework.

Optimum Velocity Profile of Multiple Bernstein-Bézier Curves Subject to Constraints for Mobile Robots

This paper deals with trajectory planning that is suitable for nonholonomic differentially driven wheeled mobile robots. The path is approximated with a spline which consist of multiple Bernstein-Bézier curves that are merged together in a way that continuous curvature of the spline is achieved. The paper presents the approach for optimization of velocity profile of Bernstein-Bézier spline subject to velocity and acceleration constraints. For the purpose of optimization velocity and turning points are introduced. Based on these singular points local segments are defined where local velocity profiles are optimized independently of each other. From the locally optimum velocity profiles the global optimum velocity profile is determined. The proposed optimization approach is experimentally evaluated and validated in simulation environment and on real mobile robots.

Bibliometrics

Publication Years 2010-2018
Publication Count 532
Citation Count 6618
Available for Download 532
Downloads (6 weeks) 5435
Downloads (12 Months) 46599
Downloads (cumulative) 242189
Average downloads per article 455
Average citations per article 12
First Name Last Name Award
Rakesh Agrawal ACM Fellows (2003)
Benjamin B Bederson ACM Distinguished Member (2011)
Andrei Broder ACM Paris Kanellakis Theory and Practice Award (2012)
ACM Fellows (2007)
Carlos A. Castillo ACM Senior Member (2014)
Charles L A Clarke ACM Distinguished Member (2015)
Ingemar J. Cox ACM Fellows (2013)
ACM Distinguished Member (2011)
Umeshwar Dayal ACM Fellows (2008)
Alberto Del Bimbo ACM Distinguished Member (2016)
Inderjit Dhillon ACM Fellows (2014)
Deborah Estrin ACM Athena Lecturer Award (2006)
ACM Fellows (2000)
Christos Faloutsos ACM Fellows (2010)
Wen Gao ACM Fellows (2013)
Maria L Gini ACM Distinguished Member (2006)
Carla Gomes ACM Fellows (2017)
Jiawei Han ACM Fellows (2003)
James Hendler ACM Fellows (2016)
Xian-Sheng Hua ACM Distinguished Member (2015)
ACM Senior Member (2009)
Ramesh C Jain ACM Fellows (2003)
Sarit Kraus ACM Fellows (2014)
Vipin Kumar ACM Fellows (2005)
Chih-Jen Lin ACM Fellows (2015)
ACM Distinguished Member (2011)
ACM Senior Member (2010)
C.L. Liu ACM Karl V. Karlstrom Outstanding Educator Award (1989)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Dana Nau ACM Fellows (2013)
Jeffrey Nichols ACM Senior Member (2013)
Judea Pearl ACM Fellows (2015)
ACM A. M. Turing Award (2011)
ACM AAAI Allen Newell Award (2003)
Jian Pei ACM Fellows (2015)
ACM Senior Member (2007)
Keith Ross ACM Fellows (2012)
Yong Rui ACM Fellows (2017)
ACM Distinguished Member (2009)
ACM Senior Member (2006)
Michael Rung-Tsong Lyu ACM Fellows (2015)
Stefan Savage ACM Prize in Computing (2015)
ACM Fellows (2010)
Cyrus Shahabi ACM Distinguished Member (2009)
Stuart Shieber ACM Fellows (2014)
Yoav Shoham ACM AAAI Allen Newell Award (2012)
ACM Fellows (2012)
Padhraic Smyth ACM Fellows (2013)
Gita Reese Sukthankar ACM Senior Member (2013)
Jie Tang ACM Senior Member (2017)
Jaime Teevan ACM Senior Member (2012)
Moshe Tennenholtz ACM AAAI Allen Newell Award (2012)
Paolo Trunfio ACM Senior Member (2017)
Sebastian Ventura ACM Senior Member (2013)
Geoffrey M Voelker ACM Fellows (2017)
Feiyue Wang ACM Distinguished Member (2007)
Ouri Wolfson ACM Fellows (2001)
Michael Wooldridge ACM Fellows (2015)
Xing Xie ACM Senior Member (2010)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)
Shuicheng Yan ACM Distinguished Member (2016)
Qiang Yang ACM Fellows (2017)
ACM Distinguished Member (2011)
Philip S Yu ACM Fellows (1997)
Franco Zambonelli ACM Distinguished Member (2012)
ACM Senior Member (2009)
Yu Zheng ACM Distinguished Member (2016)
ACM Senior Member (2011)
Michelle Zhou ACM Distinguished Member (2009)
ACM Senior Member (2007)
Michelle Zhou ACM Distinguished Member (2009)
ACM Senior Member (2007)

First Name Last Name Paper Counts
Dacheng Tao 9
Enhong Chen 8
Xing Xie 8
Tatseng Chua 7
Steven Hoi 6
Shuicheng Yan 6
Nicholasjing Yuan 5
Yu Zheng 5
Xiansheng HUA 5
Jinhui Tang 5
Hui Xiong 5
Xuan Song 4
Ryosuke Shibasaki 4
Yuval Elovici 4
Alex Rogers 4
Richang Hong 4
Changsheng Xu 4
Wenchih Peng 4
Qiang Yang 4
Michelle Zhou 4
Ya'akov Gal 3
Quanshi Zhang 3
Boi Faltings 3
Martha Larson 3
Philip YU 3
Christopherchuen Yang 3
Wen Gao 3
Xue Li 3
Liqiang Nie 3
Rongrong Ji 3
Xiaowei Shao 3
Francesco Bonchi 3
Huanhuan Cao 3
Ling Guan 3
Ratnesh Sharma 3
Meng Wang 3
Rebecca Castaño 3
Irwin King 3
VS Subrahmanian 3
Qi Tian 3
Naren Ramakrishnan 3
Daqing Zhang 3
Tao Li 3
Jintao Li 2
Oded Maimon 2
Vincent Tseng 2
Hongxun Yao 2
Zhiwen Yu 2
Paulo Shakarian 2
Hongyuan Zha 2
Sihong Xie 2
Haggai Roitman 2
SungWook Yoon 2
Mahmud Hossain 2
Quan Fang 2
Shazia Sadiq 2
Jure Leskovec 2
Liyan Zhang 2
Yonggang Wen 2
Alberto Del Bimbo 2
Amin Javari 2
Yongdong Zhang 2
Jian Pei 2
Eran Toch 2
Amit Chopra 2
Alexander Artikis 2
Jiaching Ying 2
Hao Fu 2
Maria Sapino 2
Venkatramanan Subrahmanian 2
Guirong Xue 2
Gita Sukthankar 2
Zhiyuan Cheng 2
John Dickerson 2
Alvin Chin 2
David Carmel 2
Xiaofang Zhou 2
Jun Ma 2
Jiuyong Li 2
Vito Ostuni 2
Evangelos Papalexakis 2
Yihsuan Yang 2
Huan Liu 2
Yuichi Motai 2
Xingyu Gao 2
Rajesh Ganesan 2
Masaki Aono 2
David Thompson 2
Benno Stein 2
Alejandro Bellogín 2
Bingbing Ni 2
Michael Lyu 2
Jeffrey Nichols 2
Kun Zhang 2
Bernhard Schölkopf 2
Zhi Geng 2
Tommaso Noia 2
Rui Zhang 2
Natalie Fridman 2
Shuaiqiang Wang 2
Chong Peng 2
Yanjie Fu 2
Marjan Momtazpour 2
Qingzhong Liu 2
Jiawei Han 2
Luan Tang 2
Mahdi Jalili 2
JiLei Tian 2
Claudio Biancalana 2
Giuseppe Sansonetti 2
Hasan Cam 2
Robin Cohen 2
Luca Cagliero 2
Yue Shi 2
Alan Hanjalic 2
Charles Ling 2
Daqing Zhang 2
Wenjun Zhou 2
Neilzhenqiang Gong 2
Anlei Dong 2
Mohan Kankanhalli 2
Zhengjun Zha 2
Yue Gao 2
Jie Cheng 2
Yoshinobu Kawahara 2
Chihjen Lin 2
Diane Cook 2
Defu Lian 2
Anna Monreale 2
Dingqi Yang 2
Weiming Hu 2
Leye Wang 2
Elena Baralis 2
Tania Cerquitelli 2
Robin Cohen 2
Ramesh Jain 2
Jianke Zhu 2
Sarit Kraus 2
John Doucette 2
Lior Rokach 2
Kiri Wagstaff 2
Martin Potthast 2
Alan Said 2
Jitao Sang 2
Li Chen 2
Xavier Serra 2
Shihchia Huang 2
Huijing Zhao 2
Eugenio Sciascio 2
Gal Kaminka 2
Xindong Wu 2
Haoyi Xiong 2
Shulamit Reches 2
Ron Hirschprung 2
Jamal Bentahar 2
Kyumin Lee 2
James Caverlee 2
Wangchien Lee 2
Thomas Dietterich 2
Subbarao Kambhampati 2
Qi Liu 2
Jalal Mahmud 2
Dejing Dou 2
Xueqi Cheng 2
Iván Cantador 2
Ido Guy 2
Bohao Chen 2
Yixin Chen 2
Fuzheng Zhang 2
Zhifeng Li 2
Nathan Eagle 2
Manish Marwah 2
Nicholas Jennings 2
Pablo Castells 2
Hanqing Lu 2
Tao Mei 2
Daxin Jiang 2
Meir Kalech 2
Matteo Venanzi 2
Katia Sycara 2
Rino Falcone 2
Jinshi Cui 2
Jia Zeng 2
Dana Nau 2
Xuning Tang 2
Zhiyuan Liu 2
Shoude Lin 2
Hongzhi Yin 2
Pearl Pu 2
Peilin Zhao 2
Michael Fire 2
Neil Yorke-Smith 2
Laiwan Chan 2
Jaegil Lee 2
Dihong Gong 2
Fabio Gasparetti 2
Alessandro Micarelli 2
Sushil Jajodia 2
Munindar Singh 2
Stevende Jong 1
Yuesong Wang 1
Matthew Kyan 1
Guoyu Sun 1
Paisarn Muneesawang 1
Yufei Wang 1
Tianzhu Zhang 1
Nadia Figueroa 1
Kuiyu Chang 1
Chao Xu 1
Paul Schermerhorn 1
Matthias Scheutz 1
Daniel Bryce 1
Michael Verdicchio 1
Abder Benaskeur 1
Hadrien Hours 1
Ernst Biersack 1
Patrick Loiseau 1
Alex Smola 1
Na Shan 1
Saisai Ma 1
Sergio Oramas 1
Marina Demeshko 1
Massimo Mecella 1
Siddhartha Ghosh 1
Yuchin Juan 1
Liping Xie 1
Yanqiu Wu 1
Ruide Zhang 1
Changlai Du 1
Wenjing Lou 1
Chao Yang 1
Thivya Kandappu 1
Cyrus Shahabi 1
Dongchao Guo 1
Hao Yin 1
Geyong Min 1
Vivek Singh 1
Alex Pentland 1
Huipeng Chen 1
Ming Ji 1
Yintao Yu 1
Carla Gomes 1
Michela Milano 1
Matthew Boyce 1
Michael Steinbach 1
Yang Mu 1
Yasha Wang 1
Sashi Gurung 1
Oukhellou Latifa 1
Peng Dai 1
Chen Chen 1
Goran Radanovic 1
Lingjing Hu 1
Guy De Pauw 1
Orphée De Clercq 1
Walter Daelemans 1
Yashar Moshfeghi 1
Jinghe Zhang 1
Zhao Kang 1
Jingfei Li 1
Eepeng Lim 1
Xibin Zhao 1
Jimmyxiangji Huang 1
Enhong Chen 1
Yu Su 1
Bingsheng Wang 1
Dingwen Zhang 1
Rong Yan 1
Jiang Bian 1
W Towne 1
Changshing Perng 1
Jing Lv 1
Joan Serrà 1
Bowei Chen 1
Jianfei Cai 1
Yang Yang 1
Ranieri Baraglia 1
Bruce Elder 1
Chunyan Miao 1
Fan Liu 1
Wenbin Chen 1
Zhen Hai 1
Miaojing Shi 1
Paul McKevitt 1
Marc Cavazza 1
Fred Charles 1
Éric Beaudry 1
Elias Bareinboim 1
Hua Chen 1
Xiaohua Zhou 1
Jixue Liu 1
Pedro Vera-Candeas 1
Nicholas Sidiropoulos 1
Sebastian SardiñA 1
Kotagiri Ramamohanarao 1
Wenquan Wang 1
Marco Ribeiro 1
Anísio Lacerda 1
Adriano Veloso 1
Ümit Çatalyürek 1
Tieyan Liu 1
Suhang Wang 1
Hengshu Zhu 1
Amos Azaria 1
Bin Chen 1
Jinbo Bi 1
Yu Wu 1
Stephen Armeli 1
Thomas Hoens 1
Chandan Reddy 1
Xue Li 1
Hefei Ling 1
Yonggang Wen 1
Yuchao Duan 1
Jialie Shen 1
Jianshe Zhou 1
Xitong Yang 1
Filippo Bistaffa 1
Alessandro Farinelli 1
Jesús Cerquides 1
Juan Rodríguez-Aguilar 1
Tudor Dumitraş 1
Avishai Wool 1
Isaac Ben-Israel 1
Timothy Norman 1
Michal Neria 1
Eyal Kolman 1
Elisa Marengo 1
Olivier Colot 1
Qun Jin 1
Huijing Zhao 1
Xiangfeng Luo 1
Enrico Pontelli 1
Alice Leung 1
Chenghua Lin 1
Wangchien Lee 1
Paola Mello 1
Marta Arias 1
Ramon Xuriguera 1
Janyl Jumadinova 1
Xing Xie 1
Ching Law 1
Egemen Tanin 1
Yang Liu 1
Gem Stapleton 1
Bernadette Bouchon-Meunier 1
Kyle Feuz 1
Wei Gong 1
Ning Zhang 1
Dongming Lei 1
Guannan Liu 1
Hien To 1
Raymondyiu Lau 1
Md Bashar 1
Lichao Yan 1
Wei Zhang 1
Fang Liu 1
Lina Feng 1
Chen Wang 1
Nathan Self 1
Fan Zhang 1
Chidansh Bhatt 1
Jie Yu 1
Guojun Qi 1
Yimin Zhang 1
Zhenhui Li 1
Fusun Yaman 1
Debprakash Patnaik 1
Sarvapali Ramchurn 1
Melinda Gervasio 1
Sudhakar Reddy 1
Michael Iatauro 1
Ari Jónsson 1
Ashish Garg 1
Lourenço Bandeira 1
Ricardo Ricardo 1
Tianyu Cao 1
Xiao Han 1
Guodao Sun 1
Sanda Harabagiu 1
Raju Balakrishnan 1
Azin Ashkan 1
Leong U 1
Jiangwen Sun 1
Anthony Dick 1
Parisa Rashidi 1
Joydeep Ghosh 1
Anne Ngu 1
Luoqi Liu 1
Qiang Yang 1
Paolo Garza 1
Feng Wu 1
Payam Barnaghi 1
Amit Sheth 1
José García-Macías 1
Miyoung Kim 1
Markus Mühling 1
David Hayden 1
Xianming Liu 1
Shiguang Shan 1
Yujin Zhang 1
Myunghoon Suk 1
Shaohui Liu 1
Mary Pendleton Hoffer 1
Daniel Schuster 1
Benjamin Hung 1
Stephan Kolitz 1
Yakov Kronrod 1
Aurélien Max 1
Anne Vilnat 1
Yi Zhang 1
Tobias Höllerer 1
Hadi Moradi 1
Hossein Hajimirsadeghi 1
Siegfried Handschuh 1
Jing Bai 1
Yuanzhuo Wang 1
Carolina Batista 1
Jiankang Deng 1
Tie Luo 1
Guangming Guo 1
Paolo Cremonesi 1
Luc Martens 1
Yue Zhou 1
Tanzeem Choudhury 1
Guan Wang 1
Jiawei Han 1
Francisco Carrero 1
Wengkeen Wong 1
Huzaifa Zafar 1
Kenneth Whitebread 1
Linyun Fu 1
Zhenxing Wang 1
Scott DuVall 1
Aristidis Pappaioannou 1
Michal Feldman 1
Zhenyu Chen 1
Sarvapali Ramchurn 1
Nancy Yacovzada 1
Chris Burnett 1
Frank Dignum 1
Scott Gerard 1
Jie Zhang 1
Sae Schatz 1
Elisabetta Erriquez 1
Hedi Tabia 1
Takashi Ninomiya 1
Qing Li 1
Vien Tran 1
You Xu 1
Weixiong Zhang 1
Chingyung Lin 1
Claudio Schifanella 1
Wenchih Peng 1
Nardine Osman 1
Daniel Sui 1
Zhihui Jin 1
Yang Gao 1
Giulia Bruno 1
Silvia Chiusano 1
Haodong Yang 1
Ralph Ewerth 1
Alfredo Milani 1
Lingfang Li 1
Hong Chang 1
Ashok Ramadass 1
Timothy Rogers 1
Stefano Spaccapietra 1
Bin Xu 1
Diane Cook 1
Marco Mamei 1
Achla Marathe 1
Masahiro Kimura 1
Olivia Buzek 1
Shimei Pan 1
Luigi Di Caro 1
Huamin Qu 1
Chengbin Zeng 1
Ming Hao 1
Eibe Frank 1
Qiang Li 1
Yantao Jia 1
Xiaolong Jin 1
Changxing Ding 1
Mauricio Chiazzaro 1
Yang Li 1
Maria Glenski 1
Amin Khezerlou 1
Wangchien Lee 1
Zheng Song 1
Jian Ma 1
Zhaohui Wu 1
J Gibson 1
Chengkang Hsieh 1
John Jenkins 1
Claudio Cioffi-Revilla 1
Zhengdong Lu 1
Michael O’Mahony 1
Zhen Liao 1
Hongan Wang 1
Peter Prettenhofer 1
Hilal Khashan 1
Shiwan Zhao 1
Fernando Díez 1
Yoshiyuki Inagaki 1
Alena Neviarouskaya 1
Wenning Kuo 1
Alexei Pozdnoukhov 1
Jiankai Sun 1
Gianmario Motta 1
Anne Robinson 1
Chris Mellish 1
Rene Van Der Wal 1
Joris Albeda 1
Tomasz Jaworski 1
Zhenfeng Zhu 1
Yanhui Xiao 1
Matthew Johnson 1
Yizhou Wang 1
Márk Jelasity 1
Joemon Jose 1
Dawei Song 1
Xinbo Gao 1
Jiajia Li 1
Changtien Lu 1
Wenyuan Zhu 1
Waynexin Zhao 1
Bin Wu 1
Bo Long 1
Lihong Li 1
Tao Li 1
Ankit Shah 1
Zechao Li 1
Jing Liu 1
Azhar Ibrahim 1
Ibrahim Venkat 1
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Chiachun Lian 1
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Fabiano Belém 1
Hweepink Tan 1
Aonghus Lawlor 1
Dan Lin 1
Juan Cao 1
Waitat Fu 1
Byron Gao 1
Theodoros Semertzidis 1
Martin Bockle 1
Omar Alonso 1
Patrick De Boer 1
Yubin Kim 1
Jaime Teevan 1
Alina Huldtgren 1
Paweł Woźniak 1
Mohammad Obaid 1
Jiashi Feng 1
Teng Li 1
Haoyi Xiong 1
Long Xia 1
Yuexian Hou 1
Yizhou Sun 1
Xiaofeng Zhu 1
Xuelong Li 1
Tuananh Hoang 1
Aleksandr Farseev 1
Yong Zhang 1
Qin Chen 1
Guandong Xu 1
Zhigang Chen 1
Naimulmefraz Khan 1
Xuelong Li 1
Yicheng Chen 1
Jinpeng Wang 1
Matthijs Leeuwen 1
Dawn Song 1
Yi Chang 1
James Herbsleb 1
Yexi Jiang 1
Fabrizio Marozzo 1
Domenico Talia 1
Javid Ebrahimi 1
Graham Pinhey 1
Hongbo Ni 1
Rok Sosič 1
Tieke He 1
Zhenmin Tang 1
Franco Nardini 1
Mingli Song 1
Jiajun Bu 1
Ah Tsoi 1
Domonkos Tikk 1
Marco Baroni 1
Benno Stein 1
Steffen Becker 1
Denis Helic 1
Roman Kern 1
Charles Parker 1
Ugur Kuter 1
Daniel Corkill 1
Daniel Tran 1
Robert Pappalardo 1
Vasant Dhar 1
Yuzhou Zhang 1
Edward Chang 1
Gilles Gasso 1
Bo Liu 1
Maosong Sun 1
Lufan Li 1
Alex Liu 1
Hongke Zhao 1
Chiencheng Chen 1
Huibo Wang 1
Erik Edrosa 1
Guande Qi 1
Nithya Ramanathan 1
D George 1
Juan Rogers 1
Marek Lipczak 1
Berkant Savas 1
Vishvas Vasuki 1
Lei Tang 1
Yingying Jiang 1
Michele Gelfand 1
Jingdong Wang 1
Sheng Li 1
Evgeniy Gabrilovich 1
Guiguang Ding 1
Yushi Lin 1
Belén Díaz-Agudo 1
Dietmar Jannach 1
Hitoshi Yamamoto 1
Xiaohua Liu 1
Ming Zhou 1
Ruiqiang Zhang 1
Yiping Han 1
Keyi Shen 1
Xiangyu Wang 1
Chang Tan 1

Affiliation Paper Counts
University of Seville 1
Mehran University of Engineering & Technology 1
University of Sousse 1
Nanjing University of Information Science and Technology 1
Know-Center, Graz 1
Ecole Superieure des Communications de Tunis 1
Institute for Cancer Research and Treatment, Candiolo 1
Reykjavik University 1
Macau University of Science and Technology 1
SONY Computer Science Laboratory, Paris 1
Google Switzerland GmbH 1
Intel Research Laboratories 1
Amazon.com, Inc. 1
Nanyang Technological University School of Computer Engineering 1
Fondazione Bruno Kessler 1
Florida Institute for Human & Machine Cognition 1
Fujitsu America, Inc. 1
Shandong Academy of Sciences 1
Austrian Institute of Technology 1
Laboratoire d'Informatique de Nantes-Atlantique 1
Communaute d'Universites et d'Etablissements Lille Nord de France 1
Yuncheng University 1
Liverpool Hope University 1
Qatar Foundation 1
CSIRO Data61 1
Facebook, Inc. 1
Charles Stark Draper Lab Inc 1
University of Sussex 1
Defence Research and Development Canada 1
Vienna University of Technology 1
Washington State University Pullman 1
University of Science and Technology Beijing 1
Office of Naval Research 1
Polytechnic School of Montreal 1
Macquarie University 1
Boston University 1
Netherlands Organisation for Applied Scientific Research - TNO 1
Texas A and M University System 1
Capital Normal University China 1
Binghamton University State University of New York 1
American University 1
Massachusetts General Hospital and Harvard Medical School 1
University of Surrey 1
Nanjing University of Aeronautics and Astronautics 1
Aalborg University 1
Naresuan University 1
Politecnico di Milano 1
Xi'an Institute of Optics and Precision Mechanics Chinese Academy of Sciences 1
Chongqing University 1
Shanghai University 1
Soka University 1
Ecole Centrale Paris 1
National University of Defense Technology China 1
National Central University Taiwan 1
Dublin City University 1
Catholic University of Leuven, Leuven 1
The University of North Carolina at Chapel Hill 1
University of Cincinnati 1
Institute of Software Chinese Academy of Sciences 1
INSA Rouen 1
University of Udine 1
Institute of Intelligent Machines Chinese Academy of Sciences 1
University of Exeter 1
Capital Medical University China 1
National Chengchi University 1
United States Military Academy 1
University of Quebec in Montreal 1
Yunnan University 1
Lanzhou University 1
Berlin University of Applied Sciences 1
Northeastern University 1
Fairleigh Dickinson University 1
Research Organization of Information and Systems National Institute of Informatics 1
University of Hawaii System 1
University of Chicago 1
European Space Agency - ESA 1
Institute of Applied Physics and Computational Mathematics 1
Columbia University 1
Ecole des Mines de Paris 1
Hosei University 1
Boeing Corporation 1
Santa Fe Institute 1
University of Western Australia 1
Indian Institute of Technology Roorkee 1
North Dakota State University 1
University of Electro-Communications 1
Pontifical Catholic University of Rio de Janeiro 1
University of Jyvaskyla 1
Shanghai University of Finance and Economics 1
University of Chittagong 1
Ryukoku University 1
University of Connecticut Health Center 1
University of Lausanne 1
Max Planck Institute for Informatics 1
Federal University of Amazonas 1
University of Macedonia 1
Demokritos National Centre for Scientific Research 1
University of Michigan 1
Anhui University 1
National Taitung University Taiwan 1
University of Sheffield 1
Ehime University 1
University of Haifa 1
University of Perugia 1
Iowa State University 1
Northumbria University 1
Joint Institute for Nuclear Research, Dubna 1
Instituto Superior Tecnico 1
University of Auckland 1
Bogazici University 1
University of Houston 1
University of Pennsylvania 1
University of Koblenz-Landau 1
Northwestern University 1
Smithsonian National Museum of Natural History 1
Hebrew University of Jerusalem 1
Osaka Prefecture University 1
Tohoku University 1
Duke University 1
Vrije Universiteit Amsterdam 1
Sabanci University 1
Birkbeck University of London 1
Educational Testing Service 1
IBM Almaden Research Center 1
Wayne State University 1
Northeast Normal University China 1
Central European University 1
Rissho University 1
Istituto Di Calcolo E Reti Ad Alte Prestazioni, Rende 1
The University of British Columbia 1
Dartmouth College 1
Hohai University 1
The University of Western Ontario 1
Donghua University 1
Citigroup 1
Lingnan University, Hong Kong 1
University of Dublin, Trinity College 1
King's College London 1
Center for Mathematics and Computer Science - Amsterdam 1
University of Messina 1
State University of New York at Albany 1
University of Shizuoka 1
Aoyama Gakuin University 1
United States National Science Foundation 1
Ionian University 1
University of Passau 1
Eastman Kodak Company 1
Imperial College London 1
University of Saskatchewan 1
University of Tennessee, Knoxville 1
General Electric Company 1
New York State Museum 1
National Taipei University 1
China Electric Power Research Institute 1
NEC Corporation 2
University of Verona 2
TU Dortmund University 2
Intel Corporation 2
American University of Beirut 2
Universite Paris-Est 2
Shandong University of Finance 2
Shenzhen Institute of Advanced Technology 2
Telecom & Management SudParis 2
New York University Shanghai 2
IBM Ireland Limited 2
Universidad de Cordoba 2
University of Texas at Arlington 2
University of Manchester 2
King Abdulaziz University 2
Southeast University China, Nanjing 2
University of Electronic Science and Technology of China 2
University of Lugano 2
University of Missouri-Kansas City 2
Guangdong University of Technology 2
University of Wolverhampton 2
University of Texas at El Paso 2
University of Brighton 2
Utrecht University 2
National University of Ireland, Galway 2
University of Massachusetts Dartmouth 2
Universite des Sciences et Technologies de Lille 2
Harvard University 2
University of Arizona 2
University of Kent 2
RMIT University 2
Technical University of Berlin 2
University of Sherbrooke 2
Open University 2
University of Zurich 2
University of Antwerp 2
King Saud University 2
Telecom Bretagne 2
Aston University 2
University of Hawaii at Hilo 2
Aristotle University of Thessaloniki 2
University of Southern California, Information Sciences Institute 2
Dalhousie University 2
Beijing Institute of Technology 2
Academia Sinica Taiwan 2
National Tsing Hua University 2
Xiamen University 2
Technical University of Dresden 2
Tamkang University 2
University of Nebraska at Omaha 2
University of Bristol 2
East China Normal University 2
Communication University of China 2
Ecole d' Ingenieurs Telecom Lille 1 2
Johannes Kepler University Linz 2
Queen Mary, University of London 2
Waseda University 2
Lancaster University 2
University of Massachusetts Boston 2
South China University of Technology 2
University of Fribourg 2
University of Ferrara 2
Sam Houston State University 2
University of Sydney 2
Zhejiang University of Technology 2
University of Rochester 2
University of Edinburgh 2
Jerusalem College of Technology 2
Hungarian Academy of Sciences 2
New Mexico Institute of Mining and Technology 2
University of Athens 2
University of California, Riverside 2
Texas State University-San Marcos 2
Universite de Rennes 1 2
University of California System 2
SRI International 3
David R. Cheriton School of Computer Science 3
Universiti Sains Malaysia 3
Chalmers University of Technology 3
Universite Pierre et Marie Curie 3
University of Glasgow 3
University of Texas at San Antonio 3
University College Dublin 3
Brigham Young University 3
Jiangnan University 3
Universitat Politecnica de Catalunya 3
Orebro University 3
University of Wyoming 3
Washington State University 3
Free University of Bozen-Bolzano 3
Queensland University of Technology 3
Universidad Politecnica de Valencia 3
Changchun University of Technology 3
Auburn University 3
BBN Technologies 3
University of Oregon 3
Philipps-Universitat Marburg 3
Universidad de Jaen 3
Georgia Tech Research Institute 3
University of Stuttgart 3
Kassel University 3
Wright State University 3
Xerox Corporation 3
Graz University of Technology 3
University of Central Florida 3
University of Macau 3
University of Connecticut 3
Universite Paris-Sud XI 3
University of Utah 3
University of Konstanz 3
Xidian University 3
University of Teesside 3
Center For Research And Technology - Hellas 3
Stony Brook University 3
University of Szeged 3
University of Bologna 3
EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication 3
Utah State University 3
University of Wisconsin Madison 3
University of Roma La Sapienza 3
U.S. Army Research Laboratory 3
Intel Corporation, China 3
New Mexico State University Las Cruces 4
Toyohashi University of Technology 4
Ohio State University 4
University of Waikato 4
The University of North Carolina at Charlotte 4
University of Vermont 4
University of Adelaide 4
Beihang University 4
University of Florida 4
University of Pavia 4
University of Trento 4
Technical University of Lodz 4
University of Calabria 4
Guangxi Normal University 4
University of Liverpool 4
Indiana University 4
West Virginia University 4
New York University 4
University of Florence 4
University of Virginia 4
University of Tehran 4
University of Iowa 4
University of North Texas 4
Swiss Federal Institute of Technology, Zurich 4
National University of Ireland, Maynooth 4
University of Oxford 4
Complutense University of Madrid 4
Sharif University of Technology 4
University of Ottawa, Canada 4
University of California, Santa Barbara 4
University of Miami 4
University of Southern California 4
University of California, San Diego 4
Michigan State University 4
Korea Advanced Institute of Science & Technology 4
Eindhoven University of Technology 4
Cornell Tech 4
Shenzhen University 5
North Carolina State University 5
University of California, Irvine 5
University of Texas at Dallas 5
Soochow University 5
Istituto Di Scienze E Tecnologie Della Cognizione, Rome 5
University of Massachusetts Amherst 5
National Cheng Kung University 5
University of Washington, Seattle 5
University of Pittsburgh 5
Nankai University 5
CSIC - Instituto de Investigacion en Inteligencia Artificial 5
Tianjin University 5
University College London 5
Beijing Jiaotong University 5
Osaka University 5
Rensselaer Polytechnic Institute 5
Southern Illinois University at Carbondale 5
Max Planck Institute for Intelligent Systems 5
Rutgers, The State University of New Jersey 5
TECH Lab 5
Nanjing University 5
Yahoo Research Barcelona 5
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 5
Rutgers University-Newark Campus 6
Pennsylvania State University 6
Virginia Commonwealth University 6
Institute for Infocomm Research, A-Star, Singapore 6
Bar-Ilan University 6
Google Inc. 6
Washington University in St. Louis 6
National Taipei University of Technology 6
City University of Hong Kong 6
Hong Kong Baptist University 6
Simon Fraser University 6
Texas A and M University 6
TELECOM ParisTech 6
University of Alberta 6
University of South Australia 6
Centro de Investigacion Cientifica y de Educacion Superior de Ensenada 6
Universitat Pompeu Fabra 6
Stanford University 7
Oregon State University 7
IBM Thomas J. Watson Research Center 7
George Mason University 7
Institute of Automation Chinese Academy of Sciences 7
University of Ulster 7
Massachusetts Institute of Technology 7
University of Bari 7
Microsoft Corporation 7
Universidad Autonoma de Madrid 7
University of Pisa 7
HP Labs 8
Roma Tre University 8
Drexel University 8
University of Aberdeen 8
NEC Laboratories America, Inc. 8
Huazhong University of Science and Technology 8
Ryerson University 8
University of Queensland 8
Shandong University 8
Ghent University 8
NASA Ames Research Center 9
University of Texas at Austin 9
University of Waterloo 9
University of Notre Dame 9
Missouri University of Science and Technology 9
University of California, Berkeley 9
University of Illinois at Chicago 9
Bauhaus University Weimar 9
University of Turin 10
Beijing University of Posts and Telecommunications 10
Federal University of Minas Gerais 10
Hefei University of Technology 11
Northwestern Polytechnical University China 11
Hong Kong Polytechnic University 11
Nanjing University of Science and Technology 11
National Chiao Tung University Taiwan 11
University of Melbourne 11
Nokia Corporation 11
University of Minnesota Twin Cities 11
Hong Kong University of Science and Technology 12
Georgia Institute of Technology 12
Delft University of Technology 13
Polytechnic Institute of Turin 13
University of Technology Sydney 13
University of Southampton 13
University of California, Los Angeles 14
Swiss Federal Institute of Technology, Lausanne 14
Zhejiang University 15
Florida International University 15
Shanghai Jiaotong University 15
Tel Aviv University 16
Yahoo Research Labs 16
Singapore Management University 17
Chinese University of Hong Kong 18
University of Tokyo 18
Arizona State University 19
Carnegie Mellon University 19
Harbin Institute of Technology 20
National Taiwan University 21
Virginia Tech 21
Microsoft Research Asia 21
Microsoft Research 23
Jet Propulsion Laboratory 24
IBM Research 24
Peking University 24
Nanyang Technological University 25
Tsinghua University 25
Ben-Gurion University of the Negev 25
University of Illinois at Urbana-Champaign 26
Institute of Computing Technology Chinese Academy of Sciences 28
University of Maryland 29
National University of Singapore 38
University of Science and Technology of China 40
Chinese Academy of Sciences 48

ACM Transactions on Intelligent Systems and Technology (TIST) - Regular Papers and Special Issue: Urban Intelligence
Archive


2018
Volume 9 Issue 3, February 2018 Regular Papers and Special Issue: Urban Intelligence
Volume 9 Issue 4, January 2018  Issue-in-Progress
Volume 9 Issue 2, January 2018 Regular Papers

2017
Volume 9 Issue 1, October 2017 Regular Papers and Special Issue: Data-driven Intelligence for Wireless Networking
Volume 8 Issue 5, September 2017
Volume 8 Issue 6, September 2017 Survey Paper, Regular Papers and Special Issue: Social Media Processing
Volume 8 Issue 4, July 2017 Special Issue: Cyber Security and Regular Papers
Volume 8 Issue 3, April 2017 Special Issue: Mobile Social Multimedia Analytics in the Big Data Era and Regular Papers
Volume 8 Issue 2, January 2017 Survey Paper, Special Issue: Intelligent Music Systems and Applications and Regular Papers

2016
Volume 8 Issue 1, October 2016
Volume 7 Issue 4, July 2016 Special Issue on Crowd in Intelligent Systems, Research Note/Short Paper and Regular Papers
Volume 7 Issue 3, April 2016 Regular Papers, Survey Papers and Special Issue on Recommender System Benchmarks
Volume 7 Issue 2, January 2016 Special Issue on Causal Discovery and Inference

2015
Volume 7 Issue 1, October 2015
Volume 6 Issue 4, August 2015 Regular Papers and Special Section on Intelligent Healthcare Informatics
Volume 6 Issue 3, May 2015 Survey Paper, Regular Papers and Special Section on Participatory Sensing and Crowd Intelligence
Volume 6 Issue 2, May 2015 Special Section on Visual Understanding with RGB-D Sensors
Volume 6 Issue 1, April 2015
Volume 5 Issue 4, January 2015 Special Sections on Diversity and Discovery in Recommender Systems, Online Advertising and Regular Papers

2014
Volume 5 Issue 3, September 2014 Special Section on Urban Computing
Volume 5 Issue 2, April 2014 Special Issue on Linking Social Granularity and Functions

2013
Volume 5 Issue 1, December 2013 Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
Volume 4 Issue 4, September 2013 Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Volume 4 Issue 3, June 2013 Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Volume 4 Issue 2, March 2013 Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems
Volume 4 Issue 1, January 2013 Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context

2012
Volume 3 Issue 4, September 2012
Volume 3 Issue 3, May 2012
Volume 3 Issue 2, February 2012

2011
Volume 3 Issue 1, October 2011
Volume 2 Issue 4, July 2011
Volume 2 Issue 3, April 2011
Volume 2 Issue 2, February 2011
Volume 2 Issue 1, January 2011

2010
Volume 1 Issue 2, November 2010
Volume 1 Issue 1, October 2010
 
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