@article{bb386400,
AUTHOR = "Li, Z.L. and Zhang, G.W. and Yu, J. and Xu, L.Y.",
TITLE = "Dynamic graph structure learning for multivariate time series
forecasting",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109423",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380466"}
@article{bb386401,
AUTHOR = "Dhake, H. and Kashyap, Y. and Kosmopoulos, P.",
TITLE = "Algorithms for Hyperparameter Tuning of LSTMs for Time Series
Forecasting",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "8",
PAGES = "2076",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380467"}
@article{bb386402,
AUTHOR = "Zhan, F. and Zhou, X.F. and Li, S. and Jia, D. and Song, H.",
TITLE = "Learning Latent ODEs With Graph RNN for Multi-Channel Time Series
Forecasting",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1432-1436",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380468"}
@inproceedings{bb386403,
AUTHOR = "Almeida, A. and Bras, S. and Sargento, S. and Pinto, F.C.",
TITLE = "Time Series Imputation in Faulty Systems",
BOOKTITLE = IbPRIA23,
YEAR = "2023",
PAGES = "28-39",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380469"}
@article{bb386404,
AUTHOR = "Pang, J. and Gao, B.",
TITLE = "Application of a Randomized Algorithm for Extracting a Shallow
Low-Rank Structure in Low-Frequency Reverberation",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "14",
PAGES = "3648",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380470"}
@article{bb386405,
AUTHOR = "Huo, L. and Chen, W. and Ge, H.M. and Ng, M.K.",
TITLE = "L_1 beta L_q Minimization for Signal and Image Recovery",
JOURNAL = SIIMS,
VOLUME = "16",
YEAR = "2023",
NUMBER = "4",
PAGES = "1886-1928",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380471"}
@article{bb386406,
AUTHOR = "Xu, C. and Xie, Y.",
TITLE = "Conformal Prediction for Time Series",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11575-11587",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380472"}
@article{bb386407,
AUTHOR = "Sim, S. and Kim, D. and Bae, H.",
TITLE = "Correlation Recurrent Units: A Novel Neural Architecture for
Improving the Predictive Performance of Time-Series Data",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14266-14283",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380473"}
@article{bb386408,
AUTHOR = "Sun, C.X. and Li, H.Y. and Song, M. and Cai, D. and Zhang, B.F. and Hong, S.",
TITLE = "Time pattern reconstruction for classification of irregularly sampled
time series",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110075",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380474"}
@article{bb386409,
AUTHOR = "Zhou, Z. and Guo, X. and Xiong, Y.J. and Xia, C.M.",
TITLE = "Kalman-SSM: Modeling Long-Term Time Series With Kalman Filter
Structured State Spaces",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2470-2474",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380475"}
@article{bb386410,
AUTHOR = "Wang, Z. and Ran, H.W. and Ren, J.C. and Sun, M.J.",
TITLE = "PWDformer: Deformable transformer for long-term series forecasting",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110118",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380476"}
@article{bb386411,
AUTHOR = "Campagner, A. and Barandas, M. and Folgado, D. and Gamboa, H. and Cabitza, F.",
TITLE = "Ensemble Predictors: Possibilistic Combination of Conformal
Predictors for Multivariate Time Series Classification",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "7205-7216",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380477"}
@article{bb386412,
AUTHOR = "Cai, C. and Liu, W. and Xia, X. and Chen, Z.H. and Fang, Y.M.",
TITLE = "Bayesian Uncertainty Calibration for Federated Time Series Analysis",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "11151-11163",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380478"}
@article{bb386413,
AUTHOR = "Sun, C.S. and Li, H.W. and Xu, C. and Ma, L. and Li, H.F.",
TITLE = "Adaptively Optimized Masking EMD for Separating Intrinsic Oscillatory
Modes of Nonstationary Signals",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "216-220",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380479"}
@article{bb386414,
AUTHOR = "Li, Z.J. and Cai, R. and Fu, T.Z.J. and Hao, Z.F. and Zhang, K.",
TITLE = "Transferable Time-Series Forecasting Under Causal Conditional Shift",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "1932-1949",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380480"}
@article{bb386415,
AUTHOR = "Yin, N. and Shen, L. and Xiong, H. and Gu, B. and Chen, C. and Hua, X.S. and Liu, S.W. and Luo, X.",
TITLE = "Messages are Never Propagated Alone: Collaborative Hypergraph Neural
Network for Time-Series Forecasting",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2333-2347",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380481"}
@article{bb386416,
AUTHOR = "Yang, L. and Gao, T. and Wei, W. and Dai, M. and Fang, C. and Duan, J.Q.",
TITLE = "Multi-task meta label correction for time series prediction",
JOURNAL = PR,
VOLUME = "150",
YEAR = "2024",
PAGES = "110319",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380482"}
@article{bb386417,
AUTHOR = "Yu, Y. and Ma, R.Z. and Ma, Z.M.",
TITLE = "Robformer: A robust decomposition transformer for long-term time
series forecasting",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110552",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380483"}
@article{bb386418,
AUTHOR = "Liang, H. and Feng, Y. and Zhang, Y.S. and Qiao, X. and Wang, Z. and Shan, T.",
TITLE = "A Segmented Sliding Window Reference Signal Reconstruction Method
Based on Fuzzy C-Means",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "10",
PAGES = "1813",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380484"}
@article{bb386419,
AUTHOR = "Zhan, T.X. and Xiao, F.Y.",
TITLE = "A novel weighted approach for time series forecasting based on
visibility graph",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110720",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380485"}
@article{bb386420,
AUTHOR = "Li, C.H. and Ma, Z.X. and Sun, D. and Zhang, G.M. and Wen, J.M.",
TITLE = "Stochastic IHT With Stochastic Polyak Step-Size for Sparse Signal
Recovery",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2035-2039",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380486"}
@article{bb386421,
AUTHOR = "Seddighi, Z. and Taban, M.R. and Gazor, S.",
TITLE = "Cross-Terms and Spectral Leakage Minimization in Time-Frequency
Distribution",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2025-2029",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380487"}
@article{bb386422,
AUTHOR = "Wen, L.J. and Hu, Q. and Guo, C. and Hu, A. and Zhang, M.Y.",
TITLE = "Cross-Scale Attention for Long-Term Time Series Forecasting",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2675-2679",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380488"}
@article{bb386423,
AUTHOR = "Zade, M.S. and Mesbah, M. and Habibian, M. and Faroqi, H.",
TITLE = "Converting Urban Trips to Multi-Dimensional Signals to Improve Trip
Purpose Inference",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14497-14506",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380489"}
@article{bb386424,
AUTHOR = "Li, L. and Zhou, X.F. and Hu, G.L. and Li, S. and Jia, D.",
TITLE = "A Recurrent Spatio-Temporal Graph Neural Network Based on Latent Time
Graph for Multi-Channel Time Series Forecasting",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2875-2879",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380490"}
@article{bb386425,
AUTHOR = "Ahishali, M. and Yamac, M. and Kiranyaz, S. and Gabbouj, M.",
TITLE = "Operational Support Estimator Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "8442-8458",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380491"}
@article{bb386426,
AUTHOR = "Yu, H.Q. and Wang, Z. and Qiao, H.",
TITLE = "On Variational Block Sparse Recovery With Unknown Partition and
L_0-Norm Constraint",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "96-100",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380492"}
@article{bb386427,
AUTHOR = "Rupniewski, M.W.",
TITLE = "Reconstruction of Recurring Pulses From Distribution of Short
Sequences of Samples",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "396-400",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380493"}
@article{bb386428,
AUTHOR = "Zhang, D.D. and Zhang, Z.Q. and Chen, N. and Wang, Y.",
TITLE = "Dynamic convolutional time series forecasting based on adaptive
temporal bilateral filtering",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "110985",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380494"}
@article{bb386429,
AUTHOR = "Hou, M.J. and Liu, Z.Y. and Sa, G.D. and Wang, Y.Y. and Sun, J.C. and Li, Z. and Tan, J.R.",
TITLE = "Parallel multi-scale dynamic graph neural network for multivariate
time series forecasting",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111037",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380495"}
@article{bb386430,
AUTHOR = "Tan, G. and Wang, Y.Y. and Xiao, Z. and He, D.D. and Sa, G.D.",
TITLE = "From a multi-period perspective: A periodic dynamics forecasting
network for multivariate time series forecasting",
JOURNAL = PR,
VOLUME = "167",
YEAR = "2025",
PAGES = "111760",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380496"}
@article{bb386431,
AUTHOR = "Morgenstern, G. and Routtenberg, T.",
TITLE = "Theoretical Guarantees for Sparse Graph Signal Recovery",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "266-270",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380497"}
@article{bb386432,
AUTHOR = "Wang, C.Y. and Gao, J. and Song, K.X. and Wang, W.J. and Chen, Z.J.",
TITLE = "Novel Mathematical Model of Voltage Waveform Prediction for
High-Speed PRBS Signal Transmission",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "376-380",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380498"}
@article{bb386433,
AUTHOR = "Reddy, S. and Chepuri, S.P.",
TITLE = "Recovery of Signals on a Simplicial Complex From Subsampled
Neighborhood Aggregations",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "536-540",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380499"}
@article{bb386434,
AUTHOR = "Qian, S. and Xue, Z.H. and Jia, M.M. and Zhang, H.S.",
TITLE = "Streamlined multilayer perceptron for contaminated time series
reconstruction: A case study in coastal zones of southern China",
JOURNAL = PandRS,
VOLUME = "221",
YEAR = "2025",
PAGES = "193-209",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380500"}
@article{bb386435,
AUTHOR = "Luo, Y.X. and Zhang, S.M. and Lyu, Z.Y. and Hu, Y.H.",
TITLE = "TFDNet: Time-Frequency enhanced Decomposed Network for long-term time
series forecasting",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111412",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380501"}
@article{bb386436,
AUTHOR = "Troncoso Garcia, A.R. and Martinez Ballesteros, M. and Martinez Alvarez, F. and Troncoso, A.",
TITLE = "A New Metric Based on Association Rules to Assess Feature-Attribution
Explainability Techniques for Time Series Forecasting",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4140-4155",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380502"}
@article{bb386437,
AUTHOR = "Chen, J.W. and Zhao, C.H.",
TITLE = "Addressing Information Asymmetry: Deep Temporal Causality Discovery
for Mixed Time Series",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "5723-5741",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380503"}
@article{bb386438,
AUTHOR = "Hao, H.C. and Ren, S. and Li, H. and Yu, Z.B.",
TITLE = "Selective Enhanced Attention and Cross-Component Interaction for
Long-Term Time Series Forecasting",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2264-2268",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380504"}
@article{bb386439,
AUTHOR = "Itzhak, N. and Jaroszewicz, S. and Moskovitch, R.",
TITLE = "Time-intervals-related pattern selection for continuous event
prediction",
JOURNAL = PR,
VOLUME = "168",
YEAR = "2025",
PAGES = "111546",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380505"}
@article{bb386440,
AUTHOR = "Huang, D.X. and Lv, X.F. and Zhang, Y.",
TITLE = "MSNet: Multi-task self-supervised network for time series
classification",
JOURNAL = PRL,
VOLUME = "191",
YEAR = "2025",
PAGES = "73-79",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380506"}
@article{bb386441,
AUTHOR = "Bapat, K.A. and Chakraborty, M.",
TITLE = "Power Series Based Hard Thresholding Algorithms for Sparse Signal
Recovery",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2474-2478",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380507"}
@article{bb386442,
AUTHOR = "Li, X.Y. and Yang, Y.B.",
TITLE = "SAFT: Learning Scale-Aware Inter-Series Correlations for Time Series
Forecasting",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2519-2523",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380508"}
@article{bb386443,
AUTHOR = "Li, Z.N. and Tan, Y.T. and Cheng, X. and Qin, Y.X.",
TITLE = "FTMixer: Frequency and Time Domain Representations Fusion for Time
Series Forecasting",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3181-3185",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380509"}
@article{bb386444,
AUTHOR = "Ye, J.J. and Zhou, C.L. and Zhou, X.J. and Huang, Y. and Zhao, C.",
TITLE = "CVACL-MA: Comprehensive variate analysis and collaborative learning
with multi-adapter for multivariate time series forecasting",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111936",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380510"}
@article{bb386445,
AUTHOR = "Han, C. and Zhou, Y. and Sun, J.J. and Li, Z.",
TITLE = "An optimized ridge regression for forecasting time series with a
fixed period",
JOURNAL = PRL,
VOLUME = "197",
YEAR = "2025",
PAGES = "274-281",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380511"}
@article{bb386446,
AUTHOR = "Pang, T. and Li, G.H.",
TITLE = "A Sufficient Condition of Non-Convex L_p-betaL_q Minimization for
Sparse Recovery",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3690-3694",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380512"}
@article{bb386447,
AUTHOR = "Kim, D. and Kim, H. and Park, S. and Kim, D. and Kim, H. and Cho, M. and Yun, U.",
TITLE = "Fusion of window controls to recognize and analyze erasable patterns
over data streams",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112283",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380513"}
@article{bb386448,
AUTHOR = "Xie, Y.Q. and Dang, L. and Chen, B.D.",
TITLE = "Multi-period interaction networks for time series forecasting",
JOURNAL = PRL,
VOLUME = "198",
YEAR = "2025",
PAGES = "29-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380514"}
@article{bb386449,
AUTHOR = "Yang, L.W. and Gu, X. and Sun, J.",
TITLE = "In-Context Learning Implicit Representation for Time Series
Forecasting",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4129-4133",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380515"}
@article{bb386450,
AUTHOR = "Zhan, T.X. and He, Y.P. and Deng, Y. and Li, Z. and Du, W.J. and Wen, Q.S.",
TITLE = "Time Evidence Fusion Network: Multi-Source View in Long-Term Time
Series Forecasting",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11220-11233",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380516"}
@article{bb386451,
AUTHOR = "Wang, M.L. and He, X.J. and Li, Y.M. and Yue, Y.F.",
TITLE = "CoSTFE: Spatio-Temporal Feature Enhancement for Collaborative
Perception",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "18805-18817",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380517"}
@article{bb386452,
AUTHOR = "Lin, S.S. and Lin, W.W. and Wu, W.T. and Chen, H. and Chen, C.L.P.",
TITLE = "SparseTSF: Lightweight and Robust Time Series Forecasting via Sparse
Modeling",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "170-183",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380518"}
@article{bb386453,
AUTHOR = "Zhou, G. and Liu, P.L. and Lin, Q. and Qian, M. and Xiang, Z. and Zheng, Z. and Liu, L.X.",
TITLE = "Time series adaptive mode decomposition (TAMD): Method for improving
forecasting accuracy in the apparel industry",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112417",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380519"}
@article{bb386454,
AUTHOR = "Lei, J.R. and Zhang, W.J. and Yang, Q.Y. and Zhang, X.D. and Tang, H.",
TITLE = "Transformer-PLM Enhanced Multimodal Time Series Forecasting via
Decoupled Dual-Temporal Graph Adaptation",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "11-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380520"}
@article{bb386455,
AUTHOR = "Anwar, S.M.A. and Pradhan, P. and Randhi, R. and Sasmal, P.",
TITLE = "Sufficient Conditions for Convergence of RHT and RHTP Algorithms
Based on RIC of Order 2S",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "246-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380521"}
@article{bb386456,
AUTHOR = "Gao, Z. and Jiang, Y.P. and Yang, R. and Zhan, X.Q.",
TITLE = "A Fractional-Order Cauchy Penalty With Enhanced Adaptability for
Signal Recovery",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "456-460",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380522"}
@article{bb386457,
AUTHOR = "Hu, A. and Wen, L.J. and Duan, J. and Dai, Y. and Wang, D.K. and Huang, S.D. and Wang, J. and Xu, Z.L.",
TITLE = "FDNet: High-frequency disentanglement network with
information-theoretic guidance for multivariate time series
forecasting",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112810",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380523"}
@article{bb386458,
AUTHOR = "Tan, H.M. and Chen, T. and Jin, R. and Chan, W.K.V.",
TITLE = "Data augmentation in time series forecasting through inverted
framework",
JOURNAL = PRL,
VOLUME = "201",
YEAR = "2026",
PAGES = "152-159",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380524"}
@article{bb386459,
AUTHOR = "Bhowmick, D. and Ramanathan, R. and Aakur, S.N.",
TITLE = "STaTS: Structure-aware temporal sequence summarization via
statistical window merging",
JOURNAL = PRL,
VOLUME = "202",
YEAR = "2026",
PAGES = "135-140",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380525"}
@article{bb386460,
AUTHOR = "Huang, Y. and Shang, J.X. and Li, X. and Zheng, L.J. and Li, C.X. and Li, F. and Zhao, X. and Sun, H. and Zhang, R.",
TITLE = "MultiSafe: Multiple Flight Safety Events Prediction Based on
Interpretable Deep Multi-Task Learning",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "2088-2100",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380526"}
@article{bb386461,
AUTHOR = "Ren, H. and Zhang, L.X. and Chen, Z.K.",
TITLE = "Segmental Diffusion: A Distance-Guided Diffusion for Time Series
Forecasting",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "1466-1470",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380527"}
@article{bb386462,
AUTHOR = "Liu, X.S. and Ren, J.C. and Zhang, H.M. and Zhang, E.",
TITLE = "GCMNet: A global context Mamba network for long-term time series
forecasting",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113287",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380528"}
@article{bb386463,
AUTHOR = "Bi, X.Y. and Chen, C. and Chen, C. and Lv, X.Y. and Zhu, J.Y. and Ma, H.B. and Zuo, E.",
TITLE = "PatchFusionMLP: A scalable multi-resolution MLP framework for time
series prediction",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113263",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380529"}
@article{bb386464,
AUTHOR = "Anwar, S.M.A. and Pradhan, P. and Sasmal, P. and Randhi, R.",
TITLE = "Bound on RIP of Order s+1 for HTP Algorithm",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "2106-2110",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380530"}
@article{bb386465,
AUTHOR = "Feng, S. and Chen, Z.C. and Xiao, X. and Zhang, Z. and Li, Q. and Gao, X.Y. and Zhao, P.L.",
TITLE = "MSDformer: Multi-Scale Discrete Transformer for Time Series
Generation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "10129-10142",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380531"}
@article{bb386466,
AUTHOR = "Li, S. and Zhu, Z.F. and Li, Y. and Yan, Y. and Zheng, S. and Li, P.Y. and Zhuang, Y. and Zhao, Y.",
TITLE = "Multi-level decoupled trend learning for GNN-based multivariate time
series prediction",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "113996",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380532"}
@article{bb386467,
AUTHOR = "Pan, W.H. and Roscow, D. and Raviv, N.",
TITLE = "Complex Sensing: Reconstructing Dense Rational Signals From Few
Complex Measurements",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "3098-3101",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380533"}
@article{bb386468,
AUTHOR = "Lin, X.W. and Chen, Y.X. and Cai, Z. and Huang, Y. and Ding, X.H.",
TITLE = "SimpleRM: A Lightweight Reconstruction-Residual Refinement Module for
Time Series Forecasting",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "3044-3048",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380534"}
@article{bb386469,
AUTHOR = "Tan, C. and Zhang, W.B. and Du, M.J.",
TITLE = "DPIA: Dynamic Periodic Interaction and Adaptation for Multivariate
Time Series forecasting",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114310",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380535"}
@article{bb386470,
AUTHOR = "Liu, Z.D. and Yang, J.Q. and Mao, Q.Y. and Zhao, Y.Z. and Cheng, M.Y. and Li, Z. and Liu, Q. and Chen, E.",
TITLE = "DisenTS: Disentangled Channel Evolving Pattern Modeling for
Multivariate Time Series Forecasting",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "11808-11821",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380536"}
@article{bb386471,
AUTHOR = "Emmert Streib, F. and Tripathi, S. and Yli Harja, O.",
TITLE = "Time Series Forecasting Methods: A Systematic Review from Classical
Models to Deep Learning",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2026",
NUMBER = "14",
MONTH = "July",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380537"}
@article{bb386472,
AUTHOR = "Jin, M. and Kong, Y.X. and Liang, Y.X. and Zhang, C. and Xue, S. and Wang, X. and Zhang, J. and Wang, Y. and Chen, H.F. and Li, X.L. and Tseng, V. and Zheng, Y. and Chen, L. and Xiong, H. and Pan, S.R. and Wen, Q.S.",
TITLE = "Large Models for Time Series and Spatio-Temporal Data: A Survey and
Outlook",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2026",
NUMBER = "14",
MONTH = "July",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380538"}
@article{bb386473,
AUTHOR = "Fu, D. and Zuo, Y. and Shi, Y. and Lin, H. and Liu, Y.S. and Wu, J.J.",
TITLE = "REDNet: Two-stage knowledge distillation for robust edge time series
forecasting",
JOURNAL = PRL,
VOLUME = "208",
YEAR = "2026",
PAGES = "258-264",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380539"}
@article{bb386474,
AUTHOR = "Zhou, Y. and Zheng, H.X. and Hao, S. and Ren, Z.X. and Ding, W.",
TITLE = "InverFormer: Enhancing time series prediction with dynamic kernel
convolution and deconvolution",
JOURNAL = PRL,
VOLUME = "208",
YEAR = "2026",
PAGES = "185-190",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380540"}
@article{bb386475,
AUTHOR = "Cai, X.D. and Wang, X. and Zhu, Y.Y. and Yao, Y.",
TITLE = "MambaTS: Improved selective state space models for long-term time
series forecasting",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114536",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380541"}
@article{bb386476,
AUTHOR = "Wan, B. and Shi, H.B. and Jing, L.P. and Yan, M.Q. and Wang, D.M.",
TITLE = "Tabular data imputation via local and global information:
A score-based diffusion approach",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114336",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380542"}
@article{bb386477,
AUTHOR = "Halihal, M. and Routtenberg, T.",
TITLE = "Oracle Cramér-Rao Bounds for Sparse Vector Estimation",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "3441-3445",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380543"}
@article{bb386478,
AUTHOR = "Gao, S. and Huang, Y. and Luan, X.L. and Liu, F.",
TITLE = "Noise Unknown EM Based Transfer Identification for Dynamic Systems
With Limited Target Data",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "3471-3475",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380544"}
@article{bb386479,
AUTHOR = "Xing, Y.M. and Chaudhuri, A. and Chen, Y.F.",
TITLE = "Signal Detection Under Composite Hypotheses With Identical
Distributions for Signals and for Noises",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "3596-3600",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380545"}
@article{bb386480,
AUTHOR = "Pang, B. and Huang, L. and Feng, X.N. and Wei, W.",
TITLE = "COLF: Disentangled forecasting for non-stationary time series via
contrastive learning",
JOURNAL = PR,
VOLUME = "182",
YEAR = "2027",
PAGES = "114808",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380546"}
@article{bb386481,
AUTHOR = "Yu, Z.Y. and Wang, Z.H. and Yuan, J. and Pei, H.T. and Fan, Y.X. and Li, M.",
TITLE = "DiffTCL: Diffusion-based augmentation for time series contrastive
learning",
JOURNAL = PR,
VOLUME = "182",
YEAR = "2027",
PAGES = "114833",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380547"}
@article{bb386482,
AUTHOR = "Zhong, L. and Zhou, Y.J. and Zhang, L. and Zhu, C.",
TITLE = "Reconstruction-Error Based Data-Efficient Backdoor Attacks for
Multivariate Time Series Forecasting",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "3906-3910",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380548"}
@inproceedings{bb386483,
AUTHOR = "de Boer, F. and van Gemert, J.C. and Dijkstra, J. and Pintea, S.L.",
TITLE = "Is there progress in activity progress prediction?",
BOOKTITLE = CVEU23,
YEAR = "2023",
PAGES = "2950-2958",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380549"}
@inproceedings{bb386484,
AUTHOR = "Chen, Y.J. and Li, Z.L. and Li, H.A. and Yang, S.",
TITLE = "Attention-GRU Based Method for Predicting Coal Mine Water Surge
Analysis",
BOOKTITLE = ICIVC22,
YEAR = "2022",
PAGES = "913-920",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380550"}
@inproceedings{bb386485,
AUTHOR = "Zhang, Z.Z. and Wang, X.H. and Zhu, Y.Q.",
TITLE = "Echo State Network Optimization Based on Improved Fireworks Algorithm",
BOOKTITLE = ICIVC22,
YEAR = "2022",
PAGES = "854-859",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380551"}
@inproceedings{bb386486,
AUTHOR = "Khryashchev, D.A. and Vo, H.T. and Haralick, R.M.",
TITLE = "Partial Monotone Dependence",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6375-6382",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380552"}
@inproceedings{bb386487,
AUTHOR = "Ojeda, C. and Georgiev, B. and Cvejoski, K. and Schucker, J. and Bauckhage, C. and Sanchez, R.J.",
TITLE = "Switching Dynamical Systems with Deep Neural Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6305-6312",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380553"}
@inproceedings{bb386488,
AUTHOR = "Holmgren, K. and Gibby, P. and Zipkin, J.R.",
TITLE = "Seasonal Inhomogeneous Nonconsecutive Arrival Process Search and
Evaluation",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "1282-1289",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380554"}
@inproceedings{bb386489,
AUTHOR = "Kim, J.H. and Kim, T. and Choi, J.H. and Choo, J.",
TITLE = "End-to-end Multi-task Learning of Missing Value Imputation and
Forecasting in Time-Series Data",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8849-8856",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380555"}
@inproceedings{bb386490,
AUTHOR = "Camastra, F. and Capone, V. and Ciaramella, A. and Landi, T.C. and Riccio, A. and Staiano, A.",
TITLE = "Environmental Time Series Prediction with Missing Data by Machine
Learning and Dynamics Recostruction",
BOOKTITLE = MAES20,
YEAR = "2020",
PAGES = "26-33",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380556"}
@inproceedings{bb386491,
AUTHOR = "Wang, Z.Y. and Tsechpenakis, G.",
TITLE = "Stream Clustering with Dynamic Estimation of Emerging Local Densities",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2100-2105",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380557"}
@inproceedings{bb386492,
AUTHOR = "Jiang, L. and Zhou, J. and Yang, R.L. and Liu, L. and Li, L.",
TITLE = "Parameter estimation of LFMCW signal using S-Method with adaptive
window",
BOOKTITLE = ICIVC17,
YEAR = "2017",
PAGES = "875-878",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380558"}
@inproceedings{bb386493,
AUTHOR = "Singh, P. and Dhiman, G.",
TITLE = "A Fuzzy-LP Approach in Time Series Forecasting",
BOOKTITLE = PReMI17,
YEAR = "2017",
PAGES = "243-253",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380559"}
@inproceedings{bb386494,
AUTHOR = "Marcacini, R.M. and Carnevali, J.C. and Domingos, J.",
TITLE = "On combining Websensors and DTW distance for kNN Time Series
Forecasting",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2521-2525",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380560"}
@inproceedings{bb386495,
AUTHOR = "Molaei, S.M. and Keyvanpour, M.R.",
TITLE = "An analytical review for event prediction system on time series",
BOOKTITLE = IPRIA15,
YEAR = "2015",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380561"}
@inproceedings{bb386496,
AUTHOR = "Gkoktsi, K. and Tau Siesakul, B. and Giaralis, A.",
TITLE = "Multi-channel sub-Nyquist cross-spectral estimation for modal
analysis of vibrating structures",
BOOKTITLE = WSSIP15,
YEAR = "2015",
PAGES = "287-290",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380562"}
@inproceedings{bb386497,
AUTHOR = "Narayanan, S. and Sahoo, S.K. and Makur, A.",
TITLE = "Recovery of correlated sparse signals using adaptive backtracking
matching pursuit",
BOOKTITLE = VCIP15,
YEAR = "2015",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380563"}
@inproceedings{bb386498,
AUTHOR = "Ravelomanantsoa, A. and Rabah, H. and Rouane, A.",
TITLE = "Fast and efficient signals recovery for deterministic compressive
sensing: Applications to biosignals",
BOOKTITLE = DASIP15,
YEAR = "2015",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380564"}
@inproceedings{bb386499,
AUTHOR = "Acuna, D. and Allende Cid, H. and Allende, H.",
TITLE = "The Effect of Innovation Assumptions on Asymmetric GARCH Models for
Volatility Forecasting",
BOOKTITLE = CIARP15,
YEAR = "2015",
PAGES = "527-534",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT380565"}
Last update: