@article{bb373900,
AUTHOR = "Ye, R. and Dai, Q.",
TITLE = "Implementing transfer learning across different datasets for time
series forecasting",
JOURNAL = PR,
VOLUME = "109",
YEAR = "2021",
PAGES = "107617",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368008"}
@article{bb373901,
AUTHOR = "Song, X.X. and Guo, Y. and Li, N. and Zhang, L.X.",
TITLE = "Integrated Online Prediction Model for IoT Data",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "2043-2047",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368009"}
@article{bb373902,
AUTHOR = "Cao, Z. and Dai, J. and Xu, W. and Chang, C.",
TITLE = "Fast Variational Bayesian Inference for Temporally Correlated Sparse
Signal Recovery",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "214-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368010"}
@article{bb373903,
AUTHOR = "He, Z. and He, H.Y. and Liu, X.L. and Wen, J.M.",
TITLE = "An Improved Sufficient Condition for Sparse Signal Recovery With
Minimization of L1-L2",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "907-911",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368011"}
@article{bb373904,
AUTHOR = "Liu, X.Q. and Chi, E.C.",
TITLE = "Revisiting convexity-preserving signal recovery with the linearly
involved GMC penalty",
JOURNAL = PRL,
VOLUME = "156",
YEAR = "2022",
PAGES = "60-66",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368012"}
@article{bb373905,
AUTHOR = "Riba, J. and Vila, M.",
TITLE = "On Infinite Past Predictability of Cyclostationary Signals",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "647-651",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368013"}
@article{bb373906,
AUTHOR = "Ramakrishna, A. and Gupta, R. and Narayanan, S.",
TITLE = "Joint Multi-Dimensional Model for Global and Time-Series Annotations",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "473-484",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368014"}
@article{bb373907,
AUTHOR = "Liu, Y.F. and Zhu, Z.B. and Zhang, B.X.",
TITLE = "Improved iteratively reweighted least squares algorithms for sparse
recovery problem",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "5",
PAGES = "1324-1340",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368015"}
@article{bb373908,
AUTHOR = "Pang, Y. and Zhou, X.D. and Zhang, J.Q. and Sun, Q. and Zheng, J.B.",
TITLE = "Hierarchical electricity time series prediction with cluster analysis
and sparse penalty",
JOURNAL = PR,
VOLUME = "126",
YEAR = "2022",
PAGES = "108555",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368016"}
@article{bb373909,
AUTHOR = "Chen, X.Y. and Sun, L.J.",
TITLE = "Bayesian Temporal Factorization for Multidimensional Time Series
Prediction",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "4659-4673",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368017"}
@article{bb373910,
AUTHOR = "Liu, Y. and Wang, Z. and Yu, X.Y. and Chen, X. and Sun, M.",
TITLE = "Memory-based Transformer with shorter window and longer horizon for
multivariate time series forecasting",
JOURNAL = PRL,
VOLUME = "160",
YEAR = "2022",
PAGES = "26-33",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368018"}
@article{bb373911,
AUTHOR = "Koc, E. and Koc, A.",
TITLE = "Fractional Fourier Transform in Time Series Prediction",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "2542-2546",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368019"}
@article{bb373912,
AUTHOR = "Huang, J.W. and Zhang, F. and Jia, J.P.",
TITLE = "A New Sufficient Condition for Non-Convex Sparse Recovery via
Weighted L_r-L_1 Minimization",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1555-1558",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368020"}
@article{bb373913,
AUTHOR = "Semenoglou, A.A. and Spiliotis, E. and Assimakopoulos, V.",
TITLE = "Data augmentation for univariate time series forecasting with neural
networks",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109132",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368021"}
@article{bb373914,
AUTHOR = "Le Guen, V. and Thome, N.",
TITLE = "Deep Time Series Forecasting With Shape and Temporal Criteria",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "342-355",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368022"}
@article{bb373915,
AUTHOR = "Moreno Pino, F. and Olmos, P.M. and Artes Rodriguez, A.",
TITLE = "Deep autoregressive models with spectral attention",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "109014",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368023"}
@article{bb373916,
AUTHOR = "Money, R. and Krishnan, J. and Beferull Lozano, B. and Isufi, E.",
TITLE = "Online Edge Flow Imputation on Networks",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "115-119",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368024"}
@article{bb373917,
AUTHOR = "Xie, L.J.",
TITLE = "Improved RIC Bounds in Terms of delta_2s for Hard Thresholding-Based
Algorithms",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "21-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368025"}
@article{bb373918,
AUTHOR = "Liu, N. and Wang, J.Y. and Yang, Y. and Li, Z. and Gao, J.H.",
TITLE = "WVDNet: Time-Frequency Analysis via Semi-Supervised Learning",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "55-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368026"}
@article{bb373919,
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#TT368027"}
@article{bb373920,
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#TT368028"}
@article{bb373921,
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#TT368029"}
@inproceedings{bb373922,
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#TT368030"}
@article{bb373923,
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#TT368031"}
@article{bb373924,
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#TT368032"}
@article{bb373925,
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#TT368033"}
@article{bb373926,
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#TT368034"}
@article{bb373927,
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#TT368035"}
@article{bb373928,
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#TT368036"}
@article{bb373929,
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#TT368037"}
@article{bb373930,
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#TT368038"}
@article{bb373931,
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#TT368039"}
@article{bb373932,
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#TT368040"}
@article{bb373933,
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#TT368041"}
@article{bb373934,
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#TT368042"}
@article{bb373935,
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#TT368043"}
@article{bb373936,
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#TT368044"}
@article{bb373937,
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#TT368045"}
@article{bb373938,
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#TT368046"}
@article{bb373939,
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#TT368047"}
@article{bb373940,
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#TT368048"}
@article{bb373941,
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#TT368049"}
@article{bb373942,
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#TT368050"}
@article{bb373943,
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#TT368051"}
@article{bb373944,
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#TT368052"}
@article{bb373945,
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#TT368053"}
@article{bb373946,
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#TT368054"}
@article{bb373947,
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#TT368055"}
@article{bb373948,
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#TT368056"}
@article{bb373949,
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#TT368057"}
@article{bb373950,
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#TT368058"}
@article{bb373951,
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#TT368059"}
@article{bb373952,
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#TT368060"}
@article{bb373953,
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#TT368061"}
@article{bb373954,
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#TT368062"}
@article{bb373955,
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#TT368063"}
@article{bb373956,
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#TT368064"}
@article{bb373957,
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#TT368065"}
@article{bb373958,
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#TT368066"}
@article{bb373959,
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#TT368067"}
@article{bb373960,
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#TT368068"}
@article{bb373961,
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#TT368069"}
@article{bb373962,
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#TT368070"}
@article{bb373963,
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#TT368071"}
@article{bb373964,
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#TT368072"}
@article{bb373965,
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#TT368073"}
@article{bb373966,
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#TT368074"}
@article{bb373967,
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#TT368075"}
@article{bb373968,
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#TT368076"}
@article{bb373969,
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#TT368077"}
@article{bb373970,
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#TT368078"}
@article{bb373971,
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#TT368079"}
@article{bb373972,
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#TT368080"}
@article{bb373973,
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#TT368081"}
@article{bb373974,
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#TT368082"}
@article{bb373975,
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#TT368083"}
@article{bb373976,
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#TT368084"}
@article{bb373977,
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#TT368085"}
@inproceedings{bb373978,
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#TT368086"}
@inproceedings{bb373979,
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#TT368087"}
@inproceedings{bb373980,
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#TT368088"}
@inproceedings{bb373981,
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#TT368089"}
@inproceedings{bb373982,
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#TT368090"}
@inproceedings{bb373983,
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#TT368091"}
@inproceedings{bb373984,
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#TT368092"}
@inproceedings{bb373985,
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#TT368093"}
@inproceedings{bb373986,
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#TT368094"}
@inproceedings{bb373987,
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#TT368095"}
@inproceedings{bb373988,
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#TT368096"}
@inproceedings{bb373989,
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#TT368097"}
@inproceedings{bb373990,
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#TT368098"}
@inproceedings{bb373991,
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#TT368099"}
@inproceedings{bb373992,
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#TT368100"}
@inproceedings{bb373993,
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#TT368101"}
@inproceedings{bb373994,
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#TT368102"}
@inproceedings{bb373995,
AUTHOR = "Aizenberg, I. and Sheremetov, L. and Villa Vargas, L.",
TITLE = "Multilayer Neural Network with Multi-Valued Neurons in Time Series
Forecasting of Oil Production",
BOOKTITLE = MCPR14,
YEAR = "2014",
PAGES = "61-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368103"}
@inproceedings{bb373996,
AUTHOR = "Ulloa, G. and Allende Cid, H. and Allende, H.",
TITLE = "Sieve Bootstrap Prediction Intervals for Contaminated Non-linear
Processes",
BOOKTITLE = CIARP13,
YEAR = "2013",
PAGES = "I:84-91",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368104"}
@inproceedings{bb373997,
AUTHOR = "Semenovich, D. and Sowmya, A. and Goldsmith, B.E.",
TITLE = "Predicting onsets of genocide with sparse additive models",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "3549-3552",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368105"}
@inproceedings{bb373998,
AUTHOR = "Hirade, R. and Yoshizumi, T.",
TITLE = "Ensemble learning for change-point prediction",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "1860-1863",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368106"}
@inproceedings{bb373999,
AUTHOR = "Takahashi, T. and Ide, T.",
TITLE = "Predicting battery life from usage trajectory patterns",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "2946-2949",
BIBSOURCE = "http://www.visionbib.com/bibliography/other1020rre2.html#TT368107"}
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