Abstract is missing.
- Local Uncorrelated Subspace LearningBo Li, Xin-Hao Wang, Yong-kang Peng, Li Chen 0011, Sheng Ding. 3-11 [doi]
- DLENSO: A Deep Learning ENSO Forecasting ModelDandan He, Pengfei Lin, Hailong Liu, Lei Ding, Jinrong Jiang. 12-23 [doi]
- Transfer Learning for Financial Time Series ForecastingQi-Qiao He, Patrick Cheong-Iao Pang, Yain-Whar Si. 24-36 [doi]
- 3DTI-Net: Learn 3D Transform-Invariant Feature Using Hierarchical Graph CNNGuanghua Pan, Peilin Liu, Jun Wang, Rendong Ying, Fei Wen. 37-51 [doi]
- Transfer Learning for Driving Pattern RecognitionMaoying Li, Liu Yang, Qinghua Hu, Chenyang Shen, Zhibin Du. 52-65 [doi]
- Towards Meta-learning of Deep Architectures for Efficient Domain AdaptationAbbas Raza Ali, Marcin Budka, Bogdan Gabrys. 66-79 [doi]
- Multi-agent Hierarchical Reinforcement Learning with Dynamic TerminationDongge Han, Wendelin Böhmer, Michael J. Wooldridge, Alex Rogers. 80-92 [doi]
- A Meta-Reinforcement Learning Approach to Optimize Parameters and Hyper-parameters SimultaneouslyAbbas Raza Ali, Marcin Budka, Bogdan Gabrys. 93-106 [doi]
- Learning a Gaussian Process Model on the Riemannian Manifold of Non-decreasing Distribution FunctionsChafik Samir, Jean-Michel Loubes, Anne-Françoise Yao, François Bachoc. 107-120 [doi]
- Toward Reciprocity-Aware Distributed Learning in Referral NetworksAshiqur R. KhudaBukhsh, Jaime G. Carbonell. 121-135 [doi]
- A Novel Thought of Pruning Algorithms: Pruning Based on Less TrainingYue Li, Weibin Zhao, Lin Shang. 136-148 [doi]
- Comparison of Embedded and Wrapper Approaches for Feature Selection in Support Vector MachinesShinichi Yamada, Kourosh Neshatian. 149-161 [doi]
- Sparse Ordinal Regression via Factorization MachinesWeijian Ni, Tong Liu, Qingtian Zeng. 162-174 [doi]
- An Approach with Low Redundancy to Network Feature Selection Based on Multiple Order ProximityHengliang Wang, Yuan Li, ChenFei Zhao, Kedian Mu. 175-187 [doi]
- Distance Dependent Maximum Margin Dirichlet Process MixtureQuan Nguyen, Mikko Lauri, Simone Frintrop. 188-200 [doi]
- Dynamic Re-ranking with Deep Features Fusion for Person Re-identificationYong Liu, Lin Shang, Andy Song. 201-213 [doi]
- MFAD: A Multi-modality Face Anti-spoofing DatasetBingqian Geng, Congyan Lang, Junliang Xing, Songhe Feng, Wu Jun 0007. 214-225 [doi]
- Deep Learning for Intelligent Train Driving with Augmented BLSTMJin Huang, Siguang Huang, Yao Liu, Yukun Hu, Yu Jiang. 226-238 [doi]
- Writing to the Hopfield Memory via Training a Recurrent NetworkHan Bao, Richong Zhang, Yongyi Mao, Jinpeng Huai. 241-254 [doi]
- Towards Efficient Convolutional Neural Networks Through Low-Error Filter Saliency EstimationZi Wang, Chengcheng Li, Xiangyang Wang, Dali Wang. 255-267 [doi]
- Momentum Acceleration of Quasi-Newton Training for Neural NetworksShahrzad Mahboubi, S. Indrapriyadarsini, Hiroshi Ninomiya, Hideki Asai. 268-281 [doi]
- Multi-step-ahead Cyclone Intensity Prediction with Bayesian Neural NetworksRatneel Deo, Rohitash Chandra. 282-295 [doi]
- An End-to-End Structure Aware Graph Convolutional Network for Modeling Multi-relational DataBinling Nie, Shouqian Sun, Dian Yu. 296-308 [doi]
- Neural Gray-Box Identification of Nonlinear Partial Differential EquationsRiku Sasaki, Naoya Takeishi, Takehisa Yairi, Koichi Hori. 309-321 [doi]
- Foreground Mask Guided Network for Crowd CountingChun Li, Lin Shang, Suping Xu. 322-334 [doi]
- A Stochastic Gradient Method with Biased Estimation for Faster Nonconvex OptimizationJia Bi, Steve R. Gunn. 337-349 [doi]
- Convex Hull Approximation of Nearly Optimal Lasso SolutionsSatoshi Hara, Takanori Maehara. 350-363 [doi]
- Optimized Sequence Prediction of Risk Data for Financial InstitutionsKa Yee Wong, Raymond K. Wong, Haojie Huang. 364-378 [doi]
- Exploiting Setup Time Constraints in Local Search for Flowshop SchedulingVahid Riahi, M. A. Hakim Newton, Abdul Sattar 0001. 379-392 [doi]
- A Click Prediction Model Based on Residual Unit with Inception ModuleZhiwen Ni, Xiaohu Ma, Xiao Sun, Lina Bian. 393-403 [doi]
- Efficient Identification of Critical Links Based on Reachability Under the Presence of Time ConstraintKazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda. 404-418 [doi]
- Adaptive Self-Sufficient Itemset Miner for Transactional Data StreamsFeiyang Tang, David Tse Jung Huang, Yun Sing Koh, Philippe Fournier-Viger. 419-430 [doi]
- BMF: Matrix Factorization of Large Scale Data Using Block Based ApproachPrasad Bhavana, Vineet Padmanabhan. 431-436 [doi]
- Pedestrian Trajectory Prediction Using a Social PyramidHao Xue, Du Q. Huynh, Mark Reynolds. 439-453 [doi]
- Deep Global-Relative Networks for End-to-End 6-DoF Visual Localization and OdometryYimin Lin, Zhaoxiang Liu, Jianfeng Huang, Chaopeng Wang, Guoguang Du, Jinqiang Bai, Shiguo Lian. 454-467 [doi]
- Optimizing DNN Architectures for High Speed Autonomous Navigation in GPS Denied Environments on Edge DevicesPrafull Prakash, Chaitanya Murti, J. Saketha Nath, Chiranjib Bhattacharyya. 468-481 [doi]
- Social Cost Guarantees in Smart Route GuidancePaolo Serafino, Carmine Ventre, Long Tran-Thanh, Jie Zhang 0008, Bo An, Nick R. Jennings. 482-495 [doi]
- Router Node Placement in Wireless Mesh Networks for Emergency Rescue ScenariosMariusz Wzorek, Cyrille Berger, Patrick Doherty. 496-509 [doi]
- MotionRFCN: Motion Segmentation Using Consecutive Dense Depth MapsYiling Liu, Hesheng Wang. 510-522 [doi]
- SAF: Semantic Attention Fusion Mechanism for Pedestrian DetectionRuizhe Yu, Shunzhou Wang, Yao Lu 0001, Huijun Di, Lin Zhang, Lihua Lu. 523-533 [doi]
- Clique-Based Traffic Control Strategy Using Vehicle-To-Vehicle CommunicationLauren M. Gee, Mark Reynolds. 534-538 [doi]
- Multi-type Relational Data Clustering for Community Detection by Exploiting Content and Structure Information in Social NetworksTennakoon Mudiyanselage Gayani Tennakoon, Khanh Luong, Wathsala Anupama Mohotti, Sharma Chakravarthy, Richi Nayak. 541-554 [doi]
- Predicting Scientific Impact via Heterogeneous Academic Network EmbeddingChunjing Xiao, Jianing Han, Wei Fan, Senzhang Wang, Rui Huang, Yuxiang Zhang. 555-568 [doi]
- Hint-Embedding Attention-Based LSTM for Aspect Identification Sentiment AnalysisMurtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Zhanhuai Li. 569-581 [doi]
- Sparsity Constraint Nonnegative Tensor Factorization for Mobility Pattern MiningBalasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen. 582-594 [doi]
- Short-Term Memory Variational Autoencoder for Collaborative FilteringHangbin Zhang, Raymond K. Wong, Victor W. Chu. 595-607 [doi]
- On Facilitating Large-Scale Online DiscussionsDaichi Shibata, Ahmed Moustafa, Takayuki Ito, Shota Suzuki. 608-620 [doi]
- A Label-Based Nature Heuristic Algorithm for Dynamic Community DetectionChunyu Wang, Yue Deng, Xianghua Li, Yingchu Xin, Chao Gao. 621-632 [doi]
- Time-Efficient Network Monitoring Through Confined Search and Adaptive EvaluationQifu Hu, Angsheng Li, Jiamou Liu, Jun Liu. 633-646 [doi]
- Autoencoding Binary Classifiers for Supervised Anomaly DetectionYuki Yamanaka, Tomoharu Iwata, Hiroshi Takahashi, Masanori Yamada, Sekitoshi Kanai. 647-659 [doi]
- Contourlet Transform Based Seismic Signal Denoising via Multi-scale Information Distillation NetworkYu Sang, Jinguang Sun, Si-Miao Wang, Xiangfu Meng, Heng Qi. 660-672 [doi]
- Network Embedding by Resource-Allocation for Link PredictionXinghao Song, Chunming Yang, Hui Zhang, Xunjian Zhao, Bo Li 0065. 673-683 [doi]
- Rectified Encoder Network for High-Dimensional Imbalanced LearningTao Zheng, Wei-Jie Chen, Ivor Tsang, Xin Yao. 684-697 [doi]
- Network Alignment by Representation Learning on Structure and AttributeThanh Trung Huynh, Van Vinh Tong, Chi Thang Duong, Thang Huynh Quyet, Quoc Viet Hung Nguyen, Abdul Sattar. 698-711 [doi]
- Subject-Specific-Frequency-Band for Motor Imagery EEG Signal Recognition Based on Common Spatial Spectral PatternShiu Kumar, Alok Sharma, Tatsuhiko Tsunoda. 712-722 [doi]