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    Journal: IEEE Intelligent Systems

    Volume 31, Issue 6

    3 -- 4Daniel Zeng. A Bright Future for IEEE Intelligent Systems
    5 -- 14Siwei Lai, Kang Liu, Shizhu He, Jun Zhao 0001. How to Generate a Good Word Embedding
    15 -- 21Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao. Can a Machine Replace Humans in Building Regular Expressions? A Case Study
    22 -- 27Ludovico Boratto, Salvatore Carta, Gianni Fenu, Fabrizio Mulas, Paolo Pilloni. Influence of Rating Prediction on Group Recommendation's Accuracy
    28 -- 34Antonio 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
    35 -- 43Cheng-Chi Lee, Yan-Ming Lai, Pu-Jen Cheng. An Efficient Multiple Session Key Establishment Scheme for VANET Group Integration
    44 -- 50Zhaohui Wu, Yongdi Zhou, Zhongzhi Shi, Changshui Zhang, Guanglin Li, Xiaoxiang Zheng, Nenggan Zheng, Gang Pan. Cyborg Intelligence: Recent Progress and Future Directions
    51 -- 55Laura Carmichael, Sophie Stalla-Bourdillon, Steffen Staab. Data Mining and Automated Discrimination: A Mixed Legal/Technical Perspective
    56 -- 62Patrick Crispen, Robert R. Hoffman. How Many Experts?
    64 -- 70Emmanouil Chaniotakis, Constantinos Antoniou, Francisco C. Pereira. Mapping Social Media for Transportation Studies
    71 -- 75Payam M. Barnaghi, Amit P. Sheth. On Searching the Internet of Things: Requirements and Challenges
    76 -- 81Benedict du Boulay. Artificial Intelligence as an Effective Classroom Assistant
    82 -- 88Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency. Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages

    Volume 31, Issue 5

    3 -- 7Jose M. Such, Natalia Criado, Laurent Vercouter, Martin Rehák. Intelligent Cybersecurity Agents [Guest editors' introduction]
    8 -- 15Ozgur Kafaly, Nirav Ajmeri, Munindar P. Singh. Revani: Revising and Verifying Normative Specifications for Privacy
    16 -- 22Jan Jusko, Martin Rehák, Jan Stiborek, Jan Kohout, Tomás Pevný. Using Behavioral Similarity for Botnet Command-and-Control Discovery
    24 -- 30Karel Durkota, Viliam Lisý, Christopher Kiekintveld, Branislav Bosanský, Michal Pechoucek. Case Studies of Network Defense with Attack Graph Games
    32 -- 39Lei Gao, Lin Qi, Ling Guan. Online Behavioral Analysis with Application to Emotion State Identification
    40 -- 48Junpeng Guo, Yanlin Zhu, Aiai Li, Qipeng Wang, Weiguo Han. A Social Influence Approach for Group User Modeling in Group Recommendation Systems
    50 -- 56Sungil Kim, Heeyoung Kim, Younghwan Namkoong. Ordinal Classification of Imbalanced Data with Application in Emergency and Disaster Information Services
    58 -- 64Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi. DNA-Inspired Online Behavioral Modeling and Its Application to Spambot Detection
    66 -- 75Longbing Cao. Data Science: Nature and Pitfalls
    76 -- 82Neil McBride, Robert R. Hoffman. Bridging the Ethical Gap: From Human Principles to Robot Instructions
    83 -- 88Amelie Gyrard, Pankesh Patel, Amit P. Sheth, Martin Serrano. Building the Web of Knowledge with Smart IoT Applications
    89 -- 92Evangelos Kalampokis, Efthimios Tambouris, Konstantinos A. Tarabanis. Linked Open Cube Analytics Systems: Potential and Challenges
    93 -- 96Douglas H. Fisher, Zimei Bian, Selina Chen. Incorporating Sustainability into Computing Education

    Volume 31, Issue 4

    3 -- 10Victor Pankratius, Justin Li, Michael G. Gowanlock, David M. Blair, Cody Rude, Tom Herring, Frank Lind, Philip J. Erickson, Colin J. Lonsdale. Computer-Aided Discovery: Toward Scientific Insight Generation with Machine Support
    11 -- 21Valentina Gatteschi, Fabrizio Lamberti, Paolo Montuschi, Andrea Sanna. Semantics-Based Intelligent Human-Computer Interaction
    22 -- 29Marja Ruotsalainen, Juha Jylhä, Ari Visa. Minimizing Fatigue Damage in Aircraft Structures
    30 -- 42Kueiming Lo, Chongyuan Yin, Jian Luo. Satisfiability Degree Analysis and Deductive Reasoning
    43 -- 49Weike Pan, Mengsi Liu, Zhong Ming. Transfer Learning for Heterogeneous One-Class Collaborative Filtering
    50 -- 55David Z. Hambrick, Robert R. Hoffman. Expertise: A Second Look
    56 -- 61Douglas H. Fisher. Recent Advances in AI for Computational Sustainability
    62 -- 67Rada Mihalcea, Aparna Garimella. What Men Say, What Women Hear: Finding Gender-Specific Meaning Shades
    68 -- 80Cristina Vilarinho, José Pedro Tavares, Rosaldo J. F. Rossetti. Design of a Multiagent System for Real-Time Traffic Control
    81 -- 84Daniel E. O'Leary. Ethics for Big Data and Analytics

    Volume 31, Issue 3

    3 -- 5Cheng-Lin Liu, Brian Lovell, Dacheng Tao, Massimo Tistarelli. Pattern Recognition, Part 2
    6 -- 18Fan Zhu, Ling Shao, Yi Fang. Boosted Cross-Domain Dictionary Learning for Visual Categorization
    19 -- 29Lili Tao, Bogdan J. Matuszewski. Is 2D Unlabeled Data Adequate for Recognizing Facial Expressions?
    30 -- 39Hiranmoy Roy, Debotosh Bhattacharjee. Face Sketch-Photo Matching Using the Local Gradient Fuzzy Pattern
    40 -- 48Mohammad A. Haque, Ramin Irani, Kamal Nasrollahi, Thomas B. Moeslund. Heartbeat Rate Measurement from Facial Video
    49 -- 56Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer. Driver Gaze Region Estimation without Use of Eye Movement
    57 -- 65Hulin Kuang, Long Chen, Feng Gu, Jiajie Chen, Leanne Lai Chan, Hong Yan. Combining Region-of-Interest Extraction and Image Enhancement for Nighttime Vehicle Detection
    66 -- 75K. C. Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma. Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images
    78 -- 85Qingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang. Interval-Based Similarity for Classifying Conserved RNA Secondary Structures
    86 -- 96Joydeep Biswas, Manuela M. Veloso. The 1, 000-km Challenge: Insights and Quantitative and Qualitative Results
    97 -- 101Xiang Cheng, Rongqing Zhang, Liuqing Yang. Consumer-Centered Energy System for Electric Vehicles and the Smart Grid
    102 -- 107Christopher Phethean, Elena Simperl, Thanassis Tiropanis, Ramine Tinati, Wendy Hall. The Role of Data Science in Web Science
    108 -- 112José Luis Herrero, Jesús Lozano, José Pedro Santos, J. Álvaro Fernández, Jose Ignacio Suarez Marcelo. A Web-Based Approach for Classifying Environmental Pollutants Using Portable E-nose Devices

    Volume 31, Issue 2

    6 -- 8Cheng-Lin Liu, Brian Lovell, Dacheng Tao, Massimo Tistarelli. Pattern Recognition, Part 1 [Guest editors' introduction]
    9 -- 20Kaveri A. Thakoor. Cognitive Mechanisms Underlying the Classification of Reduced Dimensionality, Information Rich Image Representations
    21 -- 28Utpal Garain. A Stochastic Approach for Finding Optimal Context in a Contextual Pattern Analysis Task
    29 -- 36Zhong Zhang, Xing Mei, Baihua Xiao. Abnormal Event Detection via Compact Low-Rank Sparse Learning
    37 -- 44Jin Xiao, Xiaoyi Jiang, Changzheng He, Ge-Er Teng. Churn Prediction in Customer Relationship Management via GMDH-Based Multiple Classifiers Ensemble
    45 -- 53Weixin Yang, Lianwen Jin, Manfei Liu. DeepWriterID: An End-to-End Online Text-Independent Writer Identification System
    54 -- 65Anlong Ming, Tianfu Wu, Jianxiang Ma, Fang Sun, Yu Zhou. Monocular Depth-Ordering Reasoning with Occlusion Edge Detection and Couple Layers Inference
    66 -- 76Shang-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
    77 -- 88Peng Cui, Huan Liu, Charu Aggarwal, Fei Wang 0001. Uncovering and Predicting Human Behaviors
    89 -- 93Richard G. Schafermeyer, Robert R. Hoffman. Using Knowledge Libraries to Transfer Expert Knowledge
    94 -- 101Katie 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
    102 -- 107Erik Cambria. Affective Computing and Sentiment Analysis
    108 -- 112Amit Sheth. Internet of Things to Smart IoT Through Semantic, Cognitive, and Perceptual Computing

    Volume 31, Issue 1

    2 -- 4Peng Cui, Huan Liu, Charu Aggarwal, Fei Wang. Online Behavioral Analysis and Modeling [Guest Editorial]
    5 -- 14NhatHai Phan, Javid Ebrahimi, David Kil, Brigitte Piniewski, Dejing Dou. Topic-Aware Physical Activity Propagation in a Health Social Network
    15 -- 23Guandong Xu, Bin Fu, Yanhui Gu. Point-of-Interest Recommendations via a Supervised Random Walk Algorithm
    24 -- 30Lei Li, Jianping He, Meng Wang, Xindong Wu. Trust Agent-Based Behavior Induction in Social Networks
    31 -- 39Meng Jiang, Peng Cui, Christos Faloutsos. Suspicious Behavior Detection: Current Trends and Future Directions
    41 -- 47Yanghui Rao. Contextual Sentiment Topic Model for Adaptive Social Emotion Classification
    48 -- 55Francesco Buccafurri, Antonello Comi, Gianluca Lax, Domenico Rosaci. Experimenting with Certified Reputation in a Competitive Multi-Agent Scenario
    56 -- 66Haris Aziz, Elias Bareinboim, Yejin Choi, Daniel Hsu, Shivaram Kalyanakrishnan, Reshef Meir, Suchi Saria, Gerardo I. Simari, Lirong Xia, William Yeoh 0001. AI's 10 to Watch
    68 -- 77Michal Maciejewski, Joschka Bischoff, Kai Nagel. An Assignment-Based Approach to Efficient Real-Time City-Scale Taxi Dispatching
    78 -- 82Robert R. Hoffman, Matthieu Branlat. To Know or Not to Know, What Is the Need?
    84 -- 88B. Aditya Prakash. Prediction Using Propagation: From Flu Trends to Cybersecurity
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