Bidirectional Long Short-Term Memory

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Period ending 2026-09-21

3 new papers

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Period ending 2026-09-14

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104 papers

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  1. Recursive Quantum Long Short-Term Memory for Stable Short-Horizon Temperature Forecasting

    Sep 17, 2026Mu-En Lee, Yen-Ku Liu, Samuel Yen-Chi Chen +1Hybrid Quantum Neural NetworksBidirectional Long Short-Term Memory

  2. A Hybrid LSTM-XGBoost Framework for Multi-Horizon Stock Return Prediction Across Diversified Equity Portfolios

    Sep 14, 2026Seif ElDein Mostafa, Yahia Ahmed, Farah Datwish +1Long-Horizon ForecastingBidirectional Long Short-Term Memory

  3. VertiFuseX: Generalizable Financial Forecasting via Multi-Stream Temporal Fusion

    Sep 14, 2026Aashish Bohra, Vivek VijayMultivariate ForecastingBidirectional Long Short-Term Memory

  4. Real-World Deployment and Performance Characterisation of Fog-Based Deep Learning for Cold-Chain Temperature Prediction over LoRaWAN

    Sep 12, 2026Jeremiah Taguta, Jean Frederic Isingizwe Nturambirwe, Clement Nthambazale NyirendaFogEarly Failure Prediction

  5. X-RACE: XAI-assisted Recurrent neural network Attribution for Channel Estimation

    Sep 12, 2026Abdul Karim Gizzini, Yahia MedjahdiJoint Channel EstimationBidirectional Long Short-Term Memory

  6. RiLM: Parameter-Efficient Language Modeling via Geodesic Decoding

    Sep 9, 2026Fang LiGraph Language ModelsBidirectional Long Short-Term Memory

  7. Development and Validation of a Physics-Guided Machine Learning Extrapolation Framework Using a Classical Transient Diffusion Benchmark

    Sep 9, 2026Ashutosh Yadav, Alok Dubey, Prodyut Ranjan Chakraborty +1ExtrapolationPhysics-Guided Deep Learning Framework

  8. Pre-Whitening and BCJR Posterior Distillation for Bi-LSTM Detection in Faster-than-Nyquist Signaling

    Sep 7, 2026Nurettin Safak, Osman Tokluoglu, Enver CavusBidirectional Long Short-Term MemoryRecurrent Model

  9. Augmenting Interviewer Judgments of Patient Experience with Automatic Language Analysis

    Aug 31, 2026Aowen Shi, Michal Balazia, Danilo Postin +4InterviewsPsychiatric Reasoning

  10. State of Health Estimation using Convolutional and Bidirectional LSTM Neural Networks tuned by Bayesian Optimization

    Aug 31, 2026Panagiotis Eleftheriadis, Foivos Georgios Kyrgios, Sonia LevaBidirectional Long Short-Term MemoryNeural Architectures

  11. EEG Decoding Using CNN and LSTM Network

    Aug 13, 2026Athanasios KaragounisMotor ImageryBidirectional Long Short-Term Memory

  12. Autonomous Telerehabilitation via Skeletal Motion Prediction and Joint-Level Performance Assessment

    Aug 12, 2026Lara Pereira, João Ruivo Paulo, Pedro Santos +1RehabilitationHuman Motion Prediction

  13. Air Quality Station Simulation via LSTM and Attention-Based Modelling

    Aug 12, 2026Alexander Kostadinov, Petar O. Hristov, Dessislava Petrova-AntonovaAir PollutionBidirectional Long Short-Term Memory

  14. LabelFusion-TS: Fusing Large Language Models, Transformer Encoders, and Financial Time Series for Monetary-Policy Stance Classification

    Aug 12, 2026Michael Schlee, Fabian Lukassen, Christoph WeisserFinancial Sentiment AnalysisModernbert

  15. Hybrid Neural-Classical Correction for Frozen Time Series Foundation Models: A Comprehensive Ablation Study on High-Frequency Stock Prediction

    Aug 9, 2026Kasun Dewage, Suranadi De Silva, Shankhadeep MondalTime Series Foundation ModelsStochastic Volatility

  16. MGSB: Manifold Gated Signature Branch Pressure-Domain Baseline Architecture for Two-Phase Pipeline Flows Under Distributional Shift

    Aug 5, 2026Issah Suleiman, Sormeh Serpoosh, Nadine Elkholy +3Out-Of-Distribution DetectionDetection Framework

  17. Benchmarking Deep Learning Models for Dense Event Classification of Offshore Wind Infrastructure in Sentinel-1 Time Series

    Aug 5, 2026Thorsten Hoeser, Felix Bachofer, Claudia KuenzerOffshore Wind TurbineSentinel-2

  18. ANNOTARES: A Dataset for Extracting Logical Structures from German Statutory Texts

    Aug 4, 2026Ronja Schwarz, Jannik StrötgenGermanMllm-Based

  19. A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition

    Aug 4, 2026Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1Sign Language RecognitionReservoir Computing

  20. TimeRLM: Recursive Language Models Enable Precise Anomaly Localization in Long-Context Time-Series

    Aug 4, 2026Nicolas Zumarraga, Lorenzo Steno, Ning Wang +9Time-Series Anomaly DetectionAnomalous Frame Detection

  21. HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?

    Aug 4, 2026Chandrakant K. BhogayataNamed-Entity RecognitionEncoding Models

  22. Sedentary Behavior Classification for Wearable Sensors with a CNN-BiLSTM Model

    Aug 3, 2026Yuliang Chen, Weiwei Shi, Jingjing Zou +10Wearable DevicesWrist

  23. A 2-Block Architecture for Real-Time EEG Gait Decoding: A Pilot Study

    Aug 3, 2026Shantanu Sarkar, Saurabh Prasad, Jose L. Contreras-VidalBrain-Computer InterfaceElectroencephalography Spatial Super-Resolution

  24. Benchmarking ConvLSTM for One-Day-Ahead IMDAA Rainfall-Field Prediction across Four Indian Cities

    Jul 29, 2026Tanmay Ghosh, Shaurabh Anand, Rakesh Gomaji Nannewar +1PrecipitationBidirectional Long Short-Term Memory

  25. Physics-Informed CNN-LSTM for Street-Scale Urban Flood Prediction: Reconciling Aggregate Accuracy and Street-Level Plausibility

    Jul 27, 2026Luc DCosta, Yidi Wang, Jonathan L. Goodall +1Accurate Flood PredictionSen1Floods11

  26. Sensitivity Analysis of GRU, LSTM and Transformer Encoder in Classification of Automated Driving Systems

    Jul 25, 2026Bidhya Shrestha, Christos PapadopoulosAutonomous DrivingBidirectional Long Short-Term Memory

  27. Multimodal Domain Generalization for Depression Detection: An Attention-Based BiLSTM Network with Domain-Adversarial Training

    Jul 24, 2026Ali Tabaraei, Federico Simonetta, Stavros NtalampirasDepression DetectionMultimodal Deep Learning

  28. VLN-AVP: Zero-Shot Vision-Language Navigation with Hybrid Long-Short-Term Memory for Autonomous Valet Parking

    Jul 20, 2026Yijian Li, Xiangru Mu, Changze Li +7Vision-Language NavigationAutonomous Driving

  29. Predictive Training with Latent Imagination for Visual Quadruped Navigation

    Jul 20, 2026Yancheng Zhu, Wanli Ma, Chen Han +3Perceptive Locomotion PoliciesTrajectory Prediction

  30. Physics-Guided Masked Multi-Task Network for Edge-Friendly Battery Health Diagnostics from Sto-chastically Fragmented Charging Profiles

    Jul 19, 2026Shuhao Chen, Tianyu Shi, Chengyi TuLithium-Ion BatteriesUseful Life Prediction

  31. Bridging the Information Gap: Semantic Densification and Hindsight Distillation for Cold-Start Prediction

    Jul 19, 2026Hao Duong Le, Yifei Gao, Huan Li +4Cold-StartSemantic Gap

  32. Cascading versus Joint Modeling for Hierarchical Offensive Language Detection

    Jul 18, 2026Ruixing Ren, Junhui Zhao, Xiaoke SunMultilingual Language ModelsHate Speech

  33. CoG-Guided Weight Correction for Fault-Tolerant Deep Neural Networks

    Jul 17, 2026Bahram Parchekani, Samira Nazari, Ali Azarpeyvand +3Model WeightsNeural Network

  34. Learning a System-Level Surrogate for Hydraulic Excavators: A Simulation-to-Real LSTM Approach

    Jul 17, 2026Shuai Wang, Shen Wang, Qiang Wang +4Hydraulic ExcavatorsAutonomous Driving Simulation

  35. Learning Residual Kinematic Corrections for Continuous Neural Decoding via Reinforcement Learning

    Jul 13, 2026Jiamian Li, Niall McShane, Attila Korik +6Motor ImageryBrain-Computer Interface

  36. NeuroMem-FHP: A Likelihood-Free Deep Learning Framework for Parameter Estimation of Fractional Hawkes Process

    Jul 13, 2026Neha Gupta, Aditya MaheshwariDeterminantal Point ProcessBidirectional Long Short-Term Memory

  37. Trading Confidence: Comprehensive Uncertainty Estimation in Algorithmic Trading

    Jul 3, 2026Lin Li, Li Rong Wang, Hsuan Fu +1Stochastic VolatilityBidirectional Long Short-Term Memory

  38. LeNEPA: No-Augmentation Next-Latent Prediction for Time-Series Representation Learning

    Jul 1, 2026Alexander Chemeris, Ming Jin, Randall BalestrieroLatent Bridge MatchingTime-Series Classification

  39. A time-series classification framework for individual-level absenteeism prediction under severe class imbalance

    Jun 30, 2026Kwong Ho Li, Matthew Roughan, Wathsala KarunarathneTime-Series ClassificationBidirectional Long Short-Term Memory

  40. FedLAS: Feature-Modulated Bidirectional Label Smoothing for Neural Network Calibration

    Jun 26, 2026Thiru Thillai Nadarasar Bahavan, Sachith Seneviratne, Saman HalgamugeSmoothingBidirectional Long Short-Term Memory

  41. A Hybrid CNN-LSTM Intrusion Detection Framework for Cybersecurity in Smart Renewable Energy Grids

    Jun 23, 2026Sajib Debnath, Remon DasSmart GridsIntrusion Detection

  42. Recursive QLSTM with Dynamic Variational Quantum Circuit Adaptation

    Jun 22, 2026Samuel Yen-Chi Chen, Yifeng Peng, Jiun-Cheng Jiang +8Quantum Machine LearningVariational Quantum Circuits

  43. LSTM Variants for Chaotic Dynamical Systems: An Empirical Study on the Lorenz Attractor

    Jun 21, 2026Ruslan GokhmanBidirectional Long Short-Term MemoryChaos

  44. Deep Learning for Soil Moisture Estimation: Fusing Satellite Data with Optimally-Lagged Meteorological Features

    Jun 19, 2026Adrian Canovas-Rodriguez, Aurora González Vidal, Antonio F. SkarmetaSoil Moisture EstimationWeather Models

  45. Topological Neural Dynamics: A Neuron-wise Framework for Sequence Modeling

    Jun 19, 2026Borui Cai, Yao ZhaoSequence ModelingLearning Dynamics

  46. A Hybrid LSTM--Vision Transformer Architecture for Predicting HRRR Forecast Errors

    Jun 17, 2026David Aaron Evans, Jay C. Rothenberger, Kara J. Sulia +2Numerical Weather PredictionPrecipitation

  47. An AI Security Agent for Banking: Multi-Vector Fraud and AML Detection Across Retail and Corporate Accounts

    Jun 16, 2026Joseph Walusimbi, Joshua Benjamin SsentongoFraud DetectionBanking

  48. Spatio-Temporal Fusion Model for Standard View Classification of Echocardiographic Videos

    Jun 16, 2026Bo Gou, Jicheng Zhang, Jianlong Xiong +9EchocardiographySpatiotemporal Representations

  49. Autonomous End-to-End SOH Prediction Services for Battery Systems via Temporal-Contrastive Representation Learning

    Jun 15, 2026Junting Wen, Dan Li, Qihao Quan +8Lithium-Ion BatteriesPredictive Maintenance

  50. LSTM-Based Detection of Structural Breaks in Property Insurance Loss Reserving: A Climate-Informed Approach

    Jun 9, 2026Thomas Mbrice, Shashwat PanigrahiInsuranceBidirectional Long Short-Term Memory

  51. Integrating Deep Learning Demand Forecasting with Multi-Objective Optimization for Circular Coffee Supply Chains: A Data-Driven Framework for Cost, Emissions, and Freshness Management

    Jun 6, 2026Gerçek Budak, Faraz Gholamzadeh Gharehgheshlaghi, Melika Barjesteh Vaezi +1Demand ForecastingSupply Chain Optimization

  52. Phonetic Error Analysis of Raw Waveform Acoustic Models

    Jun 5, 2026Erfan Loweimi, Zhengjun Yue, Andrea Carmantini +3Phonetic RepresentationsAcoustic Representation

  53. An Improved CNN-LSTM Based Intrusion Detection System for IoT Networks

    Jun 4, 2026Mohammad Tariq Ikhlas, Pohanyar Khowaja Khil, Malik Muhammad Mueed Aslam +1Intrusion DetectionInternet Of Thing

  54. Hybrid CNN-LSTM Framework for Intelligent Cyber Attack Detection and Prevention in U.S. Critical Digital Infrastructure: A Comparative Machine Learning Evaluation on CSE-CIC-IDS2018

    Jun 4, 2026Md. Iqbal Hossan, Md. Serajul Kabir Chowdhury Rubel, Md. Arifur Rahman +1Attack DetectionIntrusion Detection

  55. SoftPINCH: EMG-Driven Soft Exoskeleton Assistance for Finger Flexion and Grasping

    Jun 3, 2026Nicklas Nikolaj Grønvall, Magnus Malthe Sigsgaard Nielsen, Xiaofeng Xiong +1Surface ElectromyographyExoskeleton

  56. Few-Shot Prediction for Pulsar Noise with Long Short-Term Memory Network

    Jun 2, 2026Qingye Tang, Dechao An, Haoran Peng +1Bidirectional Long Short-Term MemoryBinary Black Hole Mergers

  57. Speech Emotion Recognition using Attention-based LSTM-Network with Residual Connection

    Jun 2, 2026Daniil Krasnoproshin, Maxim VashkevichBidirectional Long Short-Term MemoryEmotion Recognition

  58. Evaluating Transformer and LSTM Frameworks for Prediction in Ungauged Basins

    Jun 1, 2026Taye Akinrele, James Halgren, Noorbakhsh Amiri Golilarz +2Transformer EncoderBidirectional Long Short-Term Memory

  59. FreqLite: A Lightweight Frequency-Decomposed Linear Model with Adaptive Reversible Normalization for Robust Long-Term Time-Series Forecasting

    May 31, 2026Mirza Samad Ahmed Baig, Syeda Anshrah GillaniMultivariate ForecastingNon-Stationarity

  60. ChronosAD: Leveraging Time Series Foundation Models for Accurate Anomaly Detection

    May 31, 2026Uzair Khan, Luigi Capogrosso, Francesco Biondani +4Time-Series Anomaly DetectionAnomaly Detection