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ACM Transactions on Intelligent Systems and Technology, Volume 8
Volume 8, Number 1, October 2016
- Jure Leskovec
, Rok Sosic:
SNAP: A General-Purpose Network Analysis and Graph-Mining Library. 1:1-1:20 - NhatHai Phan, Javid Ebrahimi, David Kil, Brigitte Piniewski, Dejing Dou:
Topic-Aware Physical Activity Propagation with Temporal Dynamics in a Health Social Network. 2:1-2:20 - John A. Doucette, Graham Pinhey, Robin Cohen:
Multiagent Resource Allocation for Dynamic Task Arrivals with Preemption. 3:1-3:27 - Rajesh Ganesan, Sushil Jajodia
Dynamic Scheduling of Cybersecurity Analysts for Minimizing Risk Using Reinforcement Learning. 4:1-4:21 - Loris Belcastro
Using Scalable Data Mining for Predicting Flight Delays. 5:1-5:20 - Tianben Wang, Zhu Wang, Daqing Zhang, Tao Gu
Recognizing Parkinsonian Gait Pattern by Exploiting Fine-Grained Movement Function Features. 6:1-6:22 - W. Ben Towne, Carolyn P. Rosé
Measuring Similarity Similarly: LDA and Human Perception. 7:1-7:28 - Yexi Jiang, Chang-Shing Perng, Anca Sailer, Ignacio Silva-Lepe, Yang Zhou, Tao Li:
CSM: A Cloud Service Marketplace for Complex Service Acquisition. 8:1-8:25 - Tommaso Di Noia, Vito Claudio Ostuni, Paolo Tomeo, Eugenio Di Sciascio:
SPrank: Semantic Path-Based Ranking for Top-N Recommendations Using Linked Open Data. 9:1-9:34 - Chen Cheng
A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks. 10:1-10:21 - Zhaohong Deng, Yizhang Jiang, Hisao Ishibuchi
Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning. 11:1-11:21 - Tieke He, Hongzhi Yin
A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs. 12:1-12:24 - Valentina Sintsova, Pearl Pu:
Dystemo: Distant Supervision Method for Multi-Category Emotion Recognition in Tweets. 13:1-13:22 - Mirco Nanni, Roberto Trasarti
Driving Profiles Computation and Monitoring for Car Insurance CRM. 14:1-14:26 - Jialei Wang, Peilin Zhao, Steven C. H. Hoi
Soft Confidence-Weighted Learning. 15:1-15:32
Volume 8, Number 2, January 2017
- Evangelos E. Papalexakis
Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms. 16:1-16:44
- Markus Schedl, Yi-Hsuan Yang, Perfecto Herrera-Boyer:
Introduction to Intelligent Music Systems and Applications. 17:1-17:8 - François Pachet:
A Joyful Ode to Automatic Orchestration. 18:1-18:13 - Gerhard Widmer
Getting Closer to the Essence of Music: The Con Espressione Manifesto. 19:1-19:13 - Alexander Schindler, Andreas Rauber:
Harnessing Music-Related Visual Stereotypes for Music Information Retrieval. 20:1-20:21 - Sergio Oramas, Vito Claudio Ostuni, Tommaso Di Noia, Xavier Serra
Sound and Music Recommendation with Knowledge Graphs. 21:1-21:21 - Francisco José Rodríguez-Serrano
Tempo Driven Audio-to-Score Alignment Using Spectral Decomposition and Online Dynamic Time Warping. 22:1-22:20 - Mi Tian, Mark B. Sandler
Towards Music Structural Segmentation across Genres: Features, Structural Hypotheses, and Annotation Principles. 23:1-23:19 - Ubai Sandouk
Learning Contextualized Music Semantics from Tags Via a Siamese Neural Network. 24:1-24:21
- Andrea Marrella, Massimo Mecella
Intelligent Process Adaptation in the SmartPM System. 25:1-25:43 - Kotagiri Ramamohanarao, Hairuo Xie, Lars Kulik, Shanika Karunasekera, Egemen Tanin, Rui Zhang, Eman Bin Khunayn
SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator. 26:1-26:22 - Jungeun Kim, Jae-Gil Lee, Sungsu Lim
Differential Flattening: A Novel Framework for Community Detection in Multi-Layer Graphs. 27:1-27:23 - Liping Xie, Dacheng Tao, Haikun Wei:
Joint Structured Sparsity Regularized Multiview Dimension Reduction for Video-Based Facial Expression Recognition. 28:1-28:21 - Xuan Song
Prediction and Simulation of Human Mobility Following Natural Disasters. 29:1-29:23 - Chong Peng, Jie Cheng, Qiang Cheng:
A Supervised Learning Model for High-Dimensional and Large-Scale Data. 30:1-30:23 - Yan Liu, Yang Liu, Sheng-hua Zhong, Songtao Wu:
Implicit Visual Learning: Image Recognition via Dissipative Learning Model. 31:1-31:24 - Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
Efficient Methods for Influence-Based Network-Oblivious Community Detection. 32:1-32:31 - Zhonggang Wu, Zhao Lu, Shan-Yuan Ho:
Community Detection with Topological Structure and Attributes in Information Networks. 33:1-33:17
Volume 8, Number 3, April 2017
- Rongrong Ji, Wei Liu
Mobile Social Multimedia Analytics in the Big Data Era: An Introduction to the Special Issue. 34:1-34:3 - Yue Gao, Hanwang Zhang
Event Classification in Microblogs via Social Tracking. 35:1-35:14 - Liqiang Nie, Luming Zhang, Meng Wang, Richang Hong, Aleksandr Farseev, Tat-Seng Chua:
Learning User Attributes via Mobile Social Multimedia Analytics. 36:1-36:19 - Dapeng Tao, Dacheng Tao, Xuelong Li
Large Sparse Cone Non-negative Matrix Factorization for Image Annotation. 37:1-37:21 - Jiaming Zhang, Shuhui Wang
Location-Based Parallel Tag Completion for Geo-Tagged Social Image Retrieval. 38:1-38:21 - Jitao Sang
Exploiting Social-Mobile Information for Location Visualization. 39:1-39:19 - Han Hu
Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis. 40:1-40:18
- Jun Xu
Directly Optimize Diversity Evaluation Measures: A New Approach to Search Result Diversification. 41:1-41:26 - Chong Peng, Zhao Kang, Yunhong Hu, Jie Cheng, Qiang Cheng:
Nonnegative Matrix Factorization with Integrated Graph and Feature Learning. 42:1-42:29 - Shichao Zhang, Xuelong Li
Learning k for kNN Classification. 43:1-43:19 - Tuan-Anh Hoang, Ee-Peng Lim
Modeling Topics and Behavior of Microbloggers: An Integrated Approach. 44:1-44:37 - Reuth Mirsky, Ya'akov (Kobi) Gal
CRADLE: An Online Plan Recognition Algorithm for Exploratory Domains. 45:1-45:22 - Peng Zhang
A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval. 46:1-46:26 - Haoyi Xiong
Daehr: A Discriminant Analysis Framework for Electronic Health Record Data and an Application to Early Detection of Mental Health Disorders. 47:1-47:21 - Weiqing Wang
ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation. 48:1-48:25
Volume 8, Number 4, July 2017
Special Issue: Cyber Security
- Isaac Ben Israel:
The Letter from Prof. Maj. Gen. (Ret.) Isaac Ben-Israel. - Yaniv Harel, Irad Ben-Gal, Yuval Elovici:
Cyber Security and the Role of Intelligent Systems in Addressing its Challenges. 49:1-49:12 - Mordechai Guri, Matan Monitz, Yuval Elovici:
Bridging the Air Gap between Isolated Networks and Mobile Phones in a Practical Cyber-Attack. 50:1-50:25 - Michael Ovelgönne, Tudor Dumitras, B. Aditya Prakash, V. S. Subrahmanian, Benjamin Wang:
Understanding the Relationship between Human Behavior and Susceptibility to Cyber Attacks: A Data-Driven Approach. 51:1-51:25 - Rajesh Ganesan, Sushil Jajodia
Optimal Scheduling of Cybersecurity Analysts for Minimizing Risk. 52:1-52:32 - Michal Ben Neria, Nancy-Sarah Yacovzada
A Risk-Scoring Feedback Model for Webpages and Web Users Based on Browsing Behavior. 53:1-53:21 - Eyal Kolman, Benny Pinkas
Securely Computing a Ground Speed Model. 54:1-54:13 - Amit Kleinmann
Automatic Construction of Statechart-Based Anomaly Detection Models for Multi-Threaded Industrial Control Systems. 55:1-55:21 - Alex Maltinsky, Ran Giladi
On Network Neutrality Measurements. 56:1-56:22 - Ron S. Hirschprung
Analyzing and Optimizing Access Control Choice Architectures in Online Social Networks. 57:1-57:22
- Xitong Yang, Jiebo Luo
Tracking Illicit Drug Dealing and Abuse on Instagram Using Multimodal Analysis. 58:1-58:15 - Athanasios Aris Panagopoulos
Advanced Economic Control of Electricity-Based Space Heating Systems in Domestic Coalitions with Shared Intermittent Energy Resources. 59:1-59:27 - Filippo Bistaffa
Algorithms for Graph-Constrained Coalition Formation in the Real World. 60:1-60:24 - Bo An, Haipeng Chen
Data-Driven Frequency-Based Airline Profit Maximization. 61:1-61:28
Volume 8, Number 5, September 2017
- Lina Yao
Unveiling Correlations via Mining Human-Thing Interactions in the Web of Things. 62:1-62:25 - Paul Lagrée, Bogdan Cautis
As-You-Type Social Aware Search. 63:1-63:31 - Xingyu Gao
Sparse Online Learning of Image Similarity. 64:1-64:22 - Weike Pan
Transfer Learning for Behavior Ranking. 65:1-65:23 - Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis
Homogeneity in Web Search Results: Diagnosis and Mitigation. 66:1-66:35 - Zhenzhen Hu, Yonggang Wen, Luoqi Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan:
Visual Classification of Furniture Styles. 67:1-67:20 - Xinyu Ou
Adult Image and Video Recognition by a Deep Multicontext Network and Fine-to-Coarse Strategy. 68:1-68:25 - Brammert Ottens
DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems. 69:1-69:27 - Haytham Assem
RCMC: Recognizing Crowd-Mobility Patterns in Cities Based on Location Based Social Networks Data. 70:1-70:30 - Chaoran Cui, Jialie Shen
Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation. 71:1-71:23
Volume 8, Number 6, September 2017
Survey Paper
- Hongke Zhao
P2P Lending Survey: Platforms, Recent Advances and Prospects. 72:1-72:28
- Oluwaseyi Feyisetan
Social Incentives in Paid Collaborative Crowdsourcing. 73:1-73:31 - Amin Vahedian Khezerlou
A Traffic Flow Approach to Early Detection of Gathering Events: Comprehensive Results. 74:1-74:24 - Xiaodong Feng
Multi-Hypergraph Consistent Sparse Coding. 75:1-75:25
- Ronald Burt, Jie Tang, Michalis Vazirgiannis, Shuang Yang:
Introduction to Special Issue on Social Media Processing (TIST-SMP). 76:1-76:2 - Yang Li
Personalized Microtopic Recommendation on Microblogs. 77:1-77:21 - Maria Glenski, Tim Weninger:
Rating Effects on Social News Posts and Comments. 78:1-78:19 - Chien-Cheng Chen, Kuo-Wei Hsu, Wen-Chih Peng
Exploring Communication Behaviors of Users to Target Potential Users in Mobile Social Networks. 79:1-79:22 - Chao Huang, Dong Wang
An Unsupervised Approach to Inferring the Localness of People Using Incomplete Geotemporal Online Check-In Data. 80:1-80:18 - Cunchao Tu
PRISM: Profession Identification in Social Media. 81:1-81:16 - Belkacem Chikhaoui
Detecting Communities of Authority and Analyzing Their Influence in Dynamic Social Networks. 82:1-82:28 - Hao Fu
Robust Spammer Detection in Microblogs: Leveraging User Carefulness. 83:1-83:31
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