On the public citation graph

Evaluating the fidelity of statistical forecasting and predictive intelligence by utilizing a stochastic dataset

https://doi.org/10.1007/s00170-024-14505-8

0 signed · 109 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/ese3.932openalex-snapshot

Deep learning for spatio‐temporal supply and demand forecasting in natural gas transmission networks

inferredcites →https://doi.org/10.1007/978-3-031-18326-3_10openalex-snapshot

Classification and Detection of Malicious Attacks in Industrial IoT Devices via Machine Learning

inferredcites →https://doi.org/10.1007/978-3-031-18326-3_11openalex-snapshot

Implementation of a Novel Fully Convolutional Network Approach to Detect and Classify Cyber-Attacks on IoT Devices in Smart Manufacturing Systems

inferredcites →https://doi.org/10.1007/978-3-031-18326-3_20openalex-snapshot

A Mathematical Model for Cloud-Based Scheduling Using Heavy Traffic Limit Theorem in Queuing Process

inferredcites →https://doi.org/10.1007/978-3-031-38165-2_131openalex-snapshot

An AI-Powered Network Intrusion Detection System in Industrial IoT Devices via Deep Learning

inferredcites →https://doi.org/10.1007/978-3-031-38165-2_59openalex-snapshot

Deploying Computer-Based Vision to Enhance Safety in Industrial Environment

inferredcites →https://doi.org/10.1007/978-3-031-38165-2_60openalex-snapshot

Deploying Optical Character Recognition to Improve Material Handling and Processing

inferredcites →https://doi.org/10.1007/978-3-031-38241-3_16openalex-snapshot

Reinforcement Learning-Based Model for Optimization of Cloud Manufacturing-Based Multi Objective Resource Scheduling: A Review

inferredcites →https://doi.org/10.1007/978-3-031-56950-0_31openalex-snapshot

Integrating Lean Healthcare and Machine Learning for Cancer Risk Prediction

inferredcites →https://doi.org/10.1007/978-3-031-56950-0_34openalex-snapshot

Improving Early Diagnosis: The Intersection of Lean Healthcare and Computer Vision in Cancer Detection

inferredcites →https://doi.org/10.1007/s00024-018-1914-xopenalex-snapshot

Forecasting Low-Visibility Procedure States with Tree-Based Statistical Methods

inferredcites →https://doi.org/10.1007/s00170-020-05124-0openalex-snapshot

Integration of Lean practices and Industry 4.0 technologies: smart manufacturing for next-generation enterprises

inferredcites →https://doi.org/10.1007/s00170-020-06381-9openalex-snapshot

Using machine learning for service candidate sets retrieval in service composition of cloud-based manufacturing

inferredcites →https://doi.org/10.1007/s00170-022-10259-3openalex-snapshot

A novel fully convolutional neural network approach for detection and classification of attacks on industrial IoT devices in smart manufacturing systems

inferredcites →https://doi.org/10.1007/s00170-022-10329-6openalex-snapshot

A deep hybrid learning model for detection of cyber attacks in industrial IoT devices

inferredcites →https://doi.org/10.1007/s00170-023-10970-9openalex-snapshot

Enhanced safety implementation in 5S + 1 via object detection algorithms

inferredcites →https://doi.org/10.1007/s00170-023-12020-wopenalex-snapshot

Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service

inferredcites →https://doi.org/10.1007/s00170-024-13164-zopenalex-snapshot

Robotics multi-modal recognition system via computer-based vision

inferredcites →https://doi.org/10.1007/s00170-024-13167-wopenalex-snapshot

A novel approach to voice of customer extraction using GPT-3.5 Turbo: linking advanced NLP and Lean Six Sigma 4.0

inferredcites →https://doi.org/10.1007/s00181-020-02011-1openalex-snapshot

Forecasting building permits with Google Trends

inferredcites →https://doi.org/10.1007/s00382-018-4480-0openalex-snapshot

Multi-site multivariate downscaling of global climate model outputs: an integrated framework combining quantile mapping, stochastic weather generator and Empirical Copula approaches

inferredcites →https://doi.org/10.1007/s00521-019-04678-9openalex-snapshot

High-performance IoT streaming data prediction system using Spark: a case study of air pollution

inferredcites →https://doi.org/10.1007/s00779-021-01603-7openalex-snapshot

RETRACTED ARTICLE: Models in digital business and economic forecasting based on big data IoT data visualization technology

inferredcites →https://doi.org/10.1007/s10479-021-04000-8openalex-snapshot

A differential evolution-based regression framework for forecasting Bitcoin price

inferredcites →https://doi.org/10.1007/s10586-018-2848-xopenalex-snapshot

A fog based load forecasting strategy for smart grids using big electrical data

inferredcites →https://doi.org/10.1007/s10696-023-09497-8openalex-snapshot

Machine-based identification system via optical character recognition

inferredcites →https://doi.org/10.1007/s43546-020-00020-xopenalex-snapshot

Forecasting the red lentils commodity market price using SARIMA models

inferredcites →https://doi.org/10.1016/0165-1765(91)90117-4openalex-snapshot

The seasonal cycle in U.S. manufacturing

inferredcites →https://doi.org/10.1016/j.aei.2023.102036openalex-snapshot

A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision

inferredcites →https://doi.org/10.1016/j.aei.2024.102462openalex-snapshot

Harnessing customized AI to create voice of customer via GPT3.5

inferredcites →https://doi.org/10.1016/j.apacoust.2021.108314openalex-snapshot

Diagnostics and prognostics of planetary gearbox using CWT, auto regression (AR) and K-means algorithm

inferredcites →https://doi.org/10.1016/j.asoc.2021.107161openalex-snapshot

Forecasting the dynamics of cumulative COVID-19 cases (confirmed, recovered and deaths) for top-16 countries using statistical machine learning models: Auto-Regressive Integrated Moving Average (ARIMA) and Seasonal Auto-Regressive Integrated Moving Average (SARIMA)

inferredcites →https://doi.org/10.1016/j.cageo.2021.104991openalex-snapshot

A high spatiotemporal resolution framework for urban temperature prediction using IoT data

inferredcites →https://doi.org/10.1016/j.csda.2012.02.010openalex-snapshot

Distribution-free exponentially weighted moving average control charts for monitoring unknown location

inferredcites →https://doi.org/10.1016/j.ifacol.2017.08.1246openalex-snapshot

An Application of the Seasonal Fractional ARIMA Model to the Semiconductor Manufacturing

inferredcites →https://doi.org/10.1016/j.ijforecast.2021.05.003openalex-snapshot

Enhancing capacity planning through forecasting: An integrated tool for maintenance of complex product systems

inferredcites →https://doi.org/10.1016/j.ijpe.2020.107837openalex-snapshot

Forecasting of customer demands for production planning by local k -nearest neighbor models

inferredcites →https://doi.org/10.1016/j.imu.2024.101494openalex-snapshot

Deploying deep convolutional neural network to the battle against cancer: Towards flexible healthcare systems

inferredcites →https://doi.org/10.1016/j.istruc.2023.105060openalex-snapshot

Calibrating equations to predict the compressive strength of FRP-Confined columns using optimized neural network model

inferredcites →https://doi.org/10.1016/j.ject.2023.11.002openalex-snapshot

Artificial neural networks in supply chain management, a review

inferredcites →https://doi.org/10.1016/j.jedc.2022.104405openalex-snapshot

Forecasting in a complex environment: Machine learning sales expectations in a stock flow consistent agent-based simulation model

inferredcites →https://doi.org/10.1016/j.jhydrol.2019.01.037openalex-snapshot

A new Budyko framework extension using time series SARIMAX model

inferredcites →https://doi.org/10.1016/j.jik.2024.100481openalex-snapshot

How does digital transformation empower knowledge creation? Evidence from Chinese manufacturing enterprises

inferredcites →https://doi.org/10.1016/j.jobe.2024.108492openalex-snapshot

Machine learning tools to improve nonlinear modeling parameters of RC columns

inferredcites →https://doi.org/10.1016/j.jpdc.2022.01.012openalex-snapshot

Collaborative deep learning framework on IoT data with bidirectional NLSTM neural networks for energy consumption forecasting

inferredcites →https://doi.org/10.1016/j.mfglet.2023.08.125openalex-snapshot

A predictive maintenance approach in manufacturing systems via AI-based early failure detection

inferredcites →https://doi.org/10.1016/j.mfglet.2023.08.127openalex-snapshot

Deploying Convolutional Neural Network to reduce waste in production system

inferredcites →https://doi.org/10.1016/j.promfg.2019.06.103openalex-snapshot

Optimal composition of tasks in cloud manufacturing platform: a novel hybrid GWO-GA approach

inferredcites →https://doi.org/10.1016/j.promfg.2020.10.166openalex-snapshot

Frameworks Proposed to Address the Threat of Cyber-Physical Attacks to Lean 4.0 Systems

inferredcites →https://doi.org/10.1016/j.promfg.2021.10.048openalex-snapshot

Natural Language Processing for comprehensive service composition in cloud manufacturing systems

inferredcites →https://doi.org/10.1016/j.resourpol.2022.102570openalex-snapshot

Forecasting crude oil market returns: Enhanced moving average technical indicators

inferredcites →https://doi.org/10.1016/j.rser.2021.111736openalex-snapshot

Sub-minute probabilistic solar forecasting for real-time stochastic simulations

inferredcites →https://doi.org/10.1016/j.sca.2023.100024openalex-snapshot

Order-up-to-level inventory optimization model using time-series demand forecasting with ensemble deep learning

inferredcites →https://doi.org/10.1016/j.scs.2023.105019openalex-snapshot

Electrical consumption forecasting in sports venues: A proposed approach based on neural networks and ARIMAX Models

inferredcites →https://doi.org/10.1016/j.simpat.2019.101981openalex-snapshot

Mechanical fault diagnosis and prediction in IoT based on multi-source sensing data fusion

inferredcites →https://doi.org/10.1053/j.semvascsurg.2023.06.003openalex-snapshot

Potential applications of artificial intelligence and machine learning on diagnosis, treatment, and outcome prediction to address health care disparities of chronic limb-threatening ischemia

inferredcites →https://doi.org/10.1080/00207543.2021.1896817openalex-snapshot

Forecasting hierarchical time series in supply chains: an empirical investigation

inferredcites →https://doi.org/10.1080/00207543.2023.2225652openalex-snapshot

Waste reduction via image classification algorithms: beyond the human eye with an AI-based vision

inferredcites →https://doi.org/10.1080/08839514.2021.1981659openalex-snapshot

Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods

inferredcites →https://doi.org/10.1080/1540496x.2022.2057220openalex-snapshot

Corporate Misconduct and Analyst Forecasting Accuracy: Evidence from China

inferredcites →https://doi.org/10.1088/1478-3975/abf990openalex-snapshot

Modelling dynamics of coronavirus disease 2019 spread for pandemic forecasting based on Simulink

inferredcites →https://doi.org/10.1109/delcon54057.2022.9753359openalex-snapshot

Visualizing, Comparing and Forecasting Stock Market Prediction

inferredcites →https://doi.org/10.1109/gcat52182.2021.9587540openalex-snapshot

Stock Market Prediction Using RNN LSTM

inferredcites →https://doi.org/10.1109/icbda55095.2022.9760368openalex-snapshot

Research on Influential Factors in Stock Market Prediction with LSTM

inferredcites →https://doi.org/10.1109/iciptm54933.2022.9754116openalex-snapshot

Retracted: Automatic Stock Market Prediction using Novel Long Short Term Memory Algorithm compared with Logistic Regression for improved F1 score

inferredcites →https://doi.org/10.1109/icsct53883.2021.9642681openalex-snapshot

Stock Market Prediction: A Survey and Evaluation

inferredcites →https://doi.org/10.1109/icssit53264.2022.9716326openalex-snapshot

Stock Market Prediction using Sentiment Analysis and Machine Learning Approach

inferredcites →https://doi.org/10.1109/ikt54664.2021.9685403openalex-snapshot

Analyzing effect of news polarity on stock market prediction: a machine learning approach

inferredcites →https://doi.org/10.1109/ocit53463.2021.00031openalex-snapshot

New Approaches in Stock Market Prediction Using Velocity Enhanced Whale Optimization Algorithm

inferredcites →https://doi.org/10.1177/0148558x19832685openalex-snapshot

Management Sales Forecasts and Firm Market Power

inferredcites →https://doi.org/10.1287/ijoc.2021.1147openalex-snapshot

Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness

inferredcites →https://doi.org/10.21203/rs.3.rs-2782987/v1openalex-snapshot

Waste Reduction via Computer Vision-based Inspection: Towards Lean Systems in Metal Production

inferredcites →https://doi.org/10.2139/ssrn.4566636openalex-snapshot

A Novel Transformer-Based Model for Comprehensive Text-Aware Service Composition in Cloud-Based Manufacturing

inferredcites →https://doi.org/10.2308/jmar-2020-072openalex-snapshot

The Relation between Internal Forecasting Sophistication and Accounting Misreporting

inferredcites →https://doi.org/10.24432/c55p70openalex-snapshot

CNNpred: CNN-based stock market prediction using a diverse set of variables

inferredcites →https://doi.org/10.3233/jifs-211217openalex-snapshot

Forecasting Bitcoin price using time opinion mining and bi-directional GRU

inferredcites →https://doi.org/10.3390/econometrics10010003openalex-snapshot

Forecasting Real GDP Growth for Africa

inferredcites →https://doi.org/10.3390/econometrics10020027openalex-snapshot

Forecasting Industrial Production Using Its Aggregated and Disaggregated Series or a Combination of Both: Evidence from One Emerging Market Economy

inferredcites →https://doi.org/10.3390/en14020436openalex-snapshot

Deep RNN-Based Photovoltaic Power Short-Term Forecast Using Power IoT Sensors

inferredcites →https://doi.org/10.3390/forecast4020031openalex-snapshot

Deep Learning for Demand Forecasting in the Fashion and Apparel Retail Industry

inferredcites →https://doi.org/10.3390/healthcare9091224openalex-snapshot

Estimation of Human Mobility Patterns for Forecasting the Early Spread of Disease

inferredcites →https://doi.org/10.3390/jimaging9110247openalex-snapshot

Breast Cancer Detection with an Ensemble of Deep Learning Networks Using a Consensus-Adaptive Weighting Method

inferredcites →https://doi.org/10.3390/make4010006openalex-snapshot

Machine Learning Based Restaurant Sales Forecasting

inferredcites →https://doi.org/10.3390/math10122012openalex-snapshot

Electricity Spot Price Forecast by Modelling Supply and Demand Curve

inferredcites →https://doi.org/10.3390/s23104949openalex-snapshot

Machine Learning-Based Aggression Detection in Children with ADHD Using Sensor-Based Physical Activity Monitoring

inferredcites →https://doi.org/10.3926/jiem.3071openalex-snapshot

Fuzzy modeling approach to on-hand stock levels estimation in (R, S) inventory system with lost sales

inferredcites →https://doi.org/10.3926/jiem.3223openalex-snapshot

Implementation of inventory management in footwear industry

inferredcites →https://doi.org/10.47836/pjst.28.4.04openalex-snapshot

Ridge Regression as Efficient Model Selection and Forecasting of Fish Drying Using V-Groove Hybrid Solar Drier

inferredcites →https://doi.org/10.53541/jams.vol26iss2pp64-71openalex-snapshot

Growth Model and Forecasting Prices of Some Agricultural Products in Bangladesh

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.5432752openalex-extracted

Artificial Intelligence for Sustainable EV Charging: Integrated Forecasting, Anomaly Detection, and Scheduling in Smart Grids

inferred← citeshttps://doi.org/10.1007/978-3-032-03534-9_4openalex-snapshot

Federated Learning for Smart Manufacturing: Evaluating Deep Learning Architectures for Time Series Forecasting in a Collaborative Framework

inferred← citeshttps://doi.org/10.1007/978-3-032-05610-8_7openalex-snapshot

Advanced Forecasting Techniques for Strategic Decision-Making in Manufacturing: Analyzing Financial Market Predictive Models

inferred← citeshttps://doi.org/10.1007/978-3-032-23024-9_2openalex-snapshot

Agentic AI-Driven Transformation: From Traditional Practices to Intelligent Automation in Procurement

inferred← citeshttps://doi.org/10.1007/978-3-032-23883-2_20openalex-snapshot

Using VAEs for Anomaly Detection Utilizing Synthetic Dataset

inferred← citeshttps://doi.org/10.1007/978-3-032-23883-2_23openalex-snapshot

A Two-Stage AI Framework for Quality Control: Synthetic Data Generation and Predictive Modeling

inferred← citeshttps://doi.org/10.1007/s44163-026-01204-4openalex-snapshot

An autoregressive lag aware sparse transformer framework for demand forecasting

inferred← citeshttps://doi.org/10.1016/j.rcim.2025.103010openalex-snapshot

Time-series forecasting in smart manufacturing systems: An experimental evaluation of the state-of-the-art algorithms

inferred← citeshttps://doi.org/10.1016/j.trgeo.2025.101624openalex-snapshot

Novel integration of forensic-based investigation optimization algorithm and ensemble learning for estimating hydraulic conductivity of coarse-grained road materials

inferred← citeshttps://doi.org/10.1038/s41598-025-31171-2openalex-snapshot

A machine learning framework for long-term forecasting of spare part demand in end-of-life product scenarios

inferred← citeshttps://doi.org/10.1080/03772063.2026.2711118openalex-snapshot

AI Deep Learning-based Tomato Leaf Disease Detection in Crops Using Images for Agricultural Applications

inferred← citeshttps://doi.org/10.1080/09537287.2026.2638482openalex-snapshot

Artificial intelligence for operational excellence in operations management: a systematic literature review and classification framework in manufacturing

inferred← citeshttps://doi.org/10.1109/iciptm69057.2026.11466118openalex-snapshot

An Artificial Intelligence-Based Accurate Forecasting for Resource Planning

inferred← citeshttps://doi.org/10.1115/1.4071232openalex-snapshot

Investigating Artificial Intelligence Approaches to Cybersecurity in Internet of Things Manufacturing Systems and a Deep Hybrid Learning Framework for Malware Detection

inferred← citeshttps://doi.org/10.3389/fdata.2026.1799073openalex-snapshot

The role of statistical methods and artificial intelligence in inventory management for manufacturing industries: a systematic literature review

inferred← citeshttps://doi.org/10.3390/electronics14214196openalex-snapshot

Generation of a Multi-Class IoT Malware Dataset for Cybersecurity

inferred← citeshttps://doi.org/10.3390/wevj17080404openalex-snapshot

Research on a Boomerang Aerodynamic Ellipse Optimization Algorithm–Informer–Autoregressive Integrated Moving Average-Based Forecasting Model for New Energy Vehicle Sales in China

inferred← citeshttps://doi.org/10.4018/979-8-3693-9856-2.ch006openalex-snapshot

AI-Driven Route Optimization and Sustainable Logistics

inferred← citeshttps://doi.org/10.61453/jods.v20260101openalex-snapshot

Adaptive Data-Centric Artificial Intelligence for Robust Decision-Making in Dynamic Environments

inferred← citeshttps://doi.org/10.62802/sptecp98openalex-snapshot

Hybrid Quantum–Classical Machine Learning Architectures for Scalable Pattern Recognition in High-Dimensional and Noisy Data Environments

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.