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IEEE Intelligent Systems, Volume 31
Volume 31, Number 1, January - February 2016
- Peng Cui, Huan Liu, Charu C. Aggarwal, Fei Wang:

Online Behavioral Analysis and Modeling [Guest Editorial]. 2-4 - NhatHai Phan, Javid Ebrahimi, David Kil, Brigitte Piniewski, Dejing Dou:

Topic-Aware Physical Activity Propagation in a Health Social Network. 5-14 - Guandong Xu, Bin Fu, Yanhui Gu

:
Point-of-Interest Recommendations via a Supervised Random Walk Algorithm. 15-23 - Lei Li

, Jianping He, Meng Wang, Xindong Wu:
Trust Agent-Based Behavior Induction in Social Networks. 24-30 - Meng Jiang

, Peng Cui, Christos Faloutsos:
Suspicious Behavior Detection: Current Trends and Future Directions. 31-39 - Yanghui Rao:

Contextual Sentiment Topic Model for Adaptive Social Emotion Classification. 41-47 - Francesco Buccafurri, Antonello Comi, Gianluca Lax

, Domenico Rosaci
:
Experimenting with Certified Reputation in a Competitive Multi-Agent Scenario. 48-55 - Haris Aziz

, Elias Bareinboim, Yejin Choi, Daniel J. Hsu, Shivaram Kalyanakrishnan, Reshef Meir, Suchi Saria, Gerardo I. Simari, Lirong Xia, William Yeoh:
AI's 10 to Watch. 56-66 - Michal Maciejewski, Joschka Bischoff, Kai Nagel

:
An Assignment-Based Approach to Efficient Real-Time City-Scale Taxi Dispatching. 68-77 - Robert R. Hoffman, Matthieu Branlat

:
To Know or Not to Know, What Is the Need? 78-82 - B. Aditya Prakash:

Prediction Using Propagation: From Flu Trends to Cybersecurity. 84-88
Volume 31, Number 2, March - April 2016
- Cheng-Lin Liu, Brian C. Lovell

, Dacheng Tao
, Massimo Tistarelli:
Pattern Recognition, Part 1 [Guest editors' introduction]. 6-8 - Kaveri A. Thakoor:

Cognitive Mechanisms Underlying the Classification of Reduced Dimensionality, Information Rich Image Representations. 9-20 - Utpal Garain:

A Stochastic Approach for Finding Optimal Context in a Contextual Pattern Analysis Task. 21-28 - Zhong Zhang, Xing Mei, Baihua Xiao:

Abnormal Event Detection via Compact Low-Rank Sparse Learning. 29-36 - Jin Xiao, Xiaoyi Jiang

, Changzheng He, Ge-Er Teng:
Churn Prediction in Customer Relationship Management via GMDH-Based Multiple Classifiers Ensemble. 37-44 - Weixin Yang

, Lianwen Jin, Manfei Liu:
DeepWriterID: An End-to-End Online Text-Independent Writer Identification System. 45-53 - Anlong Ming, Tianfu Wu, Jianxiang Ma, Fang Sun, Yu Zhou:

Monocular Depth-Ordering Reasoning with Occlusion Edge Detection and Couple Layers Inference. 54-65 - Shang-Ling Jui, Shichen Zhang, Weilun Xiong, Fangxiaoqi Yu, Mingjian Fu, Dongmei Wang, Aboul Ella Hassanien, Kai Xiao:

Brain MRI Tumor Segmentation with 3D Intracranial Structure Deformation Features. 66-76 - Peng Cui, Huan Liu, Charu C. Aggarwal, Fei Wang:

Uncovering and Predicting Human Behaviors. 77-88 - Richard G. Schafermeyer, Robert R. Hoffman:

Using Knowledge Libraries to Transfer Expert Knowledge. 89-93 - Katie Genter, Patrick MacAlpine

, Jacob Menashe, Josiah Hanna, Elad Liebman, Sanmit Narvekar, Ruohan Zhang, Peter Stone:
UT Austin Villa: Project-Driven Research in AI and Robotics. 94-101 - Erik Cambria

:
Affective Computing and Sentiment Analysis. 102-107 - Amit P. Sheth:

Internet of Things to Smart IoT Through Semantic, Cognitive, and Perceptual Computing. 108-112
Volume 31, Number 3, May - June 2016
- Cheng-Lin Liu, Brian C. Lovell

, Dacheng Tao
, Massimo Tistarelli:
Pattern Recognition, Part 2. 3-5 - Fan Zhu, Ling Shao

, Yi Fang:
Boosted Cross-Domain Dictionary Learning for Visual Categorization. 6-18 - Lili Tao, Bogdan J. Matuszewski

:
Is 2D Unlabeled Data Adequate for Recognizing Facial Expressions? 19-29 - Hiranmoy Roy

, Debotosh Bhattacharjee
:
Face Sketch-Photo Matching Using the Local Gradient Fuzzy Pattern. 30-39 - Mohammad A. Haque

, Ramin Irani, Kamal Nasrollahi, Thomas B. Moeslund
:
Heartbeat Rate Measurement from Facial Video. 40-48 - Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer:

Driver Gaze Region Estimation without Use of Eye Movement. 49-56 - Hulin Kuang, Long Chen, Feng Gu, Jiajie Chen, Leanne Lai Chan, Hong Yan:

Combining Region-of-Interest Extraction and Image Enhancement for Nighttime Vehicle Detection. 57-65 - KC Santosh

, Laurent Wendling, Sameer K. Antani
, George R. Thoma:
Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images. 66-75 - Qingfeng Chen, Yi-Ping Phoebe Chen

, Chengqi Zhang
:
Interval-Based Similarity for Classifying Conserved RNA Secondary Structures. 78-85 - Joydeep Biswas

, Manuela M. Veloso:
The 1, 000-km Challenge: Insights and Quantitative and Qualitative Results. 86-96 - Xiang Cheng, Rongqing Zhang

, Liuqing Yang:
Consumer-Centered Energy System for Electric Vehicles and the Smart Grid. 97-101 - Christopher Phethean, Elena Simperl

, Thanassis Tiropanis
, Ramine Tinati, Wendy Hall
:
The Role of Data Science in Web Science. 102-107 - José Luis Herrero, Jesús Lozano

, José Pedro Santos, J. Álvaro Fernández
, José Ignacio Suárez Marcelo
:
A Web-Based Approach for Classifying Environmental Pollutants Using Portable E-nose Devices. 108-112
Volume 31, Number 4, July - August 2016
- Victor Pankratius, Justin D. Li, Michael G. Gowanlock, David M. Blair, Cody Rude, Tom Herring, Frank D. Lind

, Philip J. Erickson
, Colin J. Lonsdale:
Computer-Aided Discovery: Toward Scientific Insight Generation with Machine Support. 3-10 - Valentina Gatteschi, Fabrizio Lamberti

, Paolo Montuschi, Andrea Sanna
:
Semantics-Based Intelligent Human-Computer Interaction. 11-21 - Marja Ruotsalainen, Juha Jylhä

, Ari Visa
:
Minimizing Fatigue Damage in Aircraft Structures. 22-29 - Kueiming Lo, Chongyuan Yin, Jian Luo:

Satisfiability Degree Analysis and Deductive Reasoning. 30-42 - Weike Pan, Mengsi Liu, Zhong Ming:

Transfer Learning for Heterogeneous One-Class Collaborative Filtering. 43-49 - David Z. Hambrick, Robert R. Hoffman:

Expertise: A Second Look. 50-55 - Douglas H. Fisher:

Recent Advances in AI for Computational Sustainability. 56-61 - Rada Mihalcea, Aparna Garimella:

What Men Say, What Women Hear: Finding Gender-Specific Meaning Shades. 62-67 - Cristina Vilarinho, José Pedro Tavares

, Rosaldo J. F. Rossetti
:
Design of a Multiagent System for Real-Time Traffic Control. 68-80 - Daniel E. O'Leary

:
Ethics for Big Data and Analytics. 81-84
Volume 31, Number 5, September - October 2016
- Jose M. Such, Natalia Criado

, Laurent Vercouter, Martin Rehák:
Intelligent Cybersecurity Agents [Guest editors' introduction]. 3-7 - Özgür Kafali, Nirav Ajmeri

, Munindar P. Singh
:
Revani: Revising and Verifying Normative Specifications for Privacy. 8-15 - Jan Jusko, Martin Rehák, Jan Stiborek

, Jan Kohout, Tomás Pevný
:
Using Behavioral Similarity for Botnet Command-and-Control Discovery. 16-22 - Karel Durkota, Viliam Lisý

, Christopher Kiekintveld, Branislav Bosanský, Michal Pechoucek
:
Case Studies of Network Defense with Attack Graph Games. 24-30 - Lei Gao, Lin Qi, Ling Guan:

Online Behavioral Analysis with Application to Emotion State Identification. 32-39 - Junpeng Guo, Yanlin Zhu, Aiai Li, Qipeng Wang, Weiguo Han:

A Social Influence Approach for Group User Modeling in Group Recommendation Systems. 40-48 - Sungil Kim, Heeyoung Kim, Younghwan Namkoong:

Ordinal Classification of Imbalanced Data with Application in Emergency and Disaster Information Services. 50-56 - Stefano Cresci

, Roberto Di Pietro
, Marinella Petrocchi, Angelo Spognardi
, Maurizio Tesconi
:
DNA-Inspired Online Behavioral Modeling and Its Application to Spambot Detection. 58-64 - Longbing Cao

:
Data Science: Nature and Pitfalls. 66-75 - Neil McBride, Robert R. Hoffman:

Bridging the Ethical Gap: From Human Principles to Robot Instructions. 76-82 - Amelie Gyrard, Pankesh Patel

, Amit P. Sheth, Martin Serrano:
Building the Web of Knowledge with Smart IoT Applications. 83-88 - Evangelos Kalampokis

, Efthimios Tambouris
, Konstantinos A. Tarabanis
:
Linked Open Cube Analytics Systems: Potential and Challenges. 89-92 - Douglas H. Fisher, Zimei Bian, Selina Chen:

Incorporating Sustainability into Computing Education. 93-96
Volume 31, Number 6, November - December 2016
- Daniel Zeng:

A Bright Future for IEEE Intelligent Systems. 3-4 - Siwei Lai, Kang Liu, Shizhu He, Jun Zhao:

How to Generate a Good Word Embedding. 5-14 - Alberto Bartoli

, Andrea De Lorenzo
, Eric Medvet, Fabiano Tarlao:
Can a Machine Replace Humans in Building Regular Expressions? A Case Study. 15-21 - Ludovico Boratto

, Salvatore Carta, Gianni Fenu, Fabrizio Mulas, Paolo Pilloni
:
Influence of Rating Prediction on Group Recommendation's Accuracy. 22-27 - Antonio Petitti

, Donato Di Paola, Annalisa Milella, Adele Lorusso, Roberto Colella, Giovanni Attolico
, Massimo Caccia:
A Network of Stationary Sensors and Mobile Robots for Distributed Ambient Intelligence. 28-34 - Cheng-Chi Lee

, Yan-Ming Lai, Pu-Jen Cheng:
An Efficient Multiple Session Key Establishment Scheme for VANET Group Integration. 35-43 - Zhaohui Wu, Yongdi Zhou, Zhongzhi Shi, Changshui Zhang, Guanglin Li

, Xiaoxiang Zheng, Nenggan Zheng, Gang Pan:
Cyborg Intelligence: Recent Progress and Future Directions. 44-50 - Laura Carmichael, Sophie Stalla-Bourdillon

, Steffen Staab
:
Data Mining and Automated Discrimination: A Mixed Legal/Technical Perspective. 51-55 - Patrick Crispen, Robert R. Hoffman:

How Many Experts? 56-62 - Emmanouil Chaniotakis

, Constantinos Antoniou
, Francisco C. Pereira
:
Mapping Social Media for Transportation Studies. 64-70 - Payam M. Barnaghi

, Amit P. Sheth:
On Searching the Internet of Things: Requirements and Challenges. 71-75 - Benedict du Boulay:

Artificial Intelligence as an Effective Classroom Assistant. 76-81 - Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency:

Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages. 82-88

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