Intelligent Systems in Accounting, Finance and Management - page 2
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Profitability of alternative methods of combining the signals from technical trading systems
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Visual Macroprudential Surveillance of Banks
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MULTIDIMENSIONAL DISTANCE‐TO‐COLLAPSE POINT AND SOVEREIGN DEFAULT PREDICTION
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Issue Information
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Issue Information
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Digitization, digitalization, and digital transformation in accounting, electronic commerce, and supply chains
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Enterprise large language models: Knowledge characteristics, risks, and organizational activities
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Process Life Cycle Engineering: A Knowledge‐Based Approach and Environment
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Rewrites of an Expert System—Lessons Learned
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Developing a bankruptcy prediction model via rough sets theory
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Neural network volatility forecasts
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Expert Systems in the UK Life Insurance Industry: Current Status and Future Trends
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A comparative analysis of the evolution of a taxonomy for best practices: a case for ‘knowledge efficiency’
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Credit scoring and reject inference with mixture models
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Neural nets or the logit model? A comparison of each model’s ability to predict commercial bank failures
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Enhancing Self‐Organizing Map Capabilities with Graph Clustering: An Application to Financial Markets
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Nowcasting directional change in high frequency FX markets
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An adaptive hierarchical fuzzy logic system for modelling of financial systems
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MODELLING THE ADAPTATION OF BUSINESS CONTINUITY PLANNING BY BUSINESSES USING NEURAL NETWORKS
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Pareto‐archived evolutionary wavelet network for financial constrained portfolio optimization
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New Books
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Strategy on a Page: An ArchiMate‐based tool for visualizing and designing strategy
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DETERMINANTS OF CAPITAL STRUCTURE IN THE UK RETAIL INDUSTRY: A COMPARISON OF MULTIPLE REGRESSION AND GENERALIZED REGRESSION NEURAL NETWORK
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Time series forecasting using evolutionary neural nets implemented in a volunteer computing system
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Learning agent architecture for design and manufacturing knowledge on the Web: an extension of enterprise resource planning capabilities
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A structured approach to conflict prediction in information systems strategy implementation
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Predicting SME loan delinquencies during recession using accounting data and SME characteristics: The case of Greece
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An analysis of three chatbots: BlenderBot, ChatGPT and LaMDA
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Liquidity forecasting at corporate and subsidiary levels using machine learning
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Early‐warning analysis for currency crises in emerging markets: A revisit with fuzzy clustering
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Improving expected tail loss estimates with neural networks
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A FRAMEWORK FOR STATE TRANSITIONS ON THE SELF‐ORGANIZING MAP: SOME TEMPORAL FINANCIAL APPLICATIONS
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Modelling and trading the London, New York and Frankfurt stock exchanges with a new gene expression programming trader tool
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A pattern‐based approach to extract REA value models from business process models
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A Review of Big Data Research in Accounting
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A Comparative Analysis of Inductive‐Learning Algorithms
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Real option valuation with neural networks
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The role of attribute selection in Deep ANNs learning framework for high‐frequency financial trading
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Project selection based on intellectual capital scorecards
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Integrating Logical Inference with Numeric Optimization
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Hedging derivative securities with genetic programming
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The Impact of the Introduction of an Expert System on a Public Accounting Organization
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Knowledge Representation Issues in Complex Decision Domains: an Example from Inherent Audit Risk Assessment
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Clustering technique for risk classification and prediction of claim costs in the automobile insurance industry
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Supporting the Process of Customer Consulting in the Field of Financial Services
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ISAFM Paper of the Year for 2010
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Refining the behavior of multiple expert systems: a concept and empirical results
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Discovering probabilistic decision rules
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New Books
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Particle Swarm Optimization in Agent‐Based Economic Simulations of the Cournot Market Model
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New Technologies for Customer Rating: Integration of Knowledge‐Based Systems and Human Judgement
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The efficacy of red flags in predicting the SEC's targets: an artificial neural networks approach
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How fast to run in the Red Queen race?
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A Hybrid‐Based Expert System for Personal Pension Planning in the UK
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An empirical investigation of analytical procedures using mixture distributions
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GOOGLE'S Duplex: Pretending to be human
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Stockbot: a monitoring and acting software agent for stock markets
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Co‐evolved genetic programs for stock market trading
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IMITATION AND COORDINATION IN SMALL‐WORLD NETWORKS
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Data mining computer audit logs to detect computer misuse
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NEURO‐GENETIC PREDICTIONS OF CURRENCY CRISES
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HIGH‐FREQUENCY EXCHANGE‐RATE PREDICTION WITH AN ARTIFICIAL NEURAL NETWORK
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Machine‐independent audit trail analysis—a tool for continuous audit assurance
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The impacts of electronic commerce on auditing practices: an auditing process model for evidence collection and validation
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Combining random forest and copula functions: A heuristic approach for selecting assets from a financial crisis perspective
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A Vertical Application Platform for Knowledge‐Based Financial Systems
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ISAFM Paper of the Year for 2016
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A PSYCHOLOGICAL APPROACH TO MICROFINANCE CREDIT SCORING VIA A CLASSIFICATION AND REGRESSION TREE
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Proactive or Reactive: An Analysis of the Effect of Agent Style on Organizational Decision‐making Performance
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Sensor‐based Condition Monitoring and Predictive Maintenance—An Integrated Intelligent Management Support System
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Artificial neural networks in accounting and finance: modeling issues
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Explaining Financial Results
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Computer‐aided auditing of inter‐organizational trade procedures
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Editorial
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Machine learning for financial transaction classification across companies using character‐level word embeddings of text fields
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Using large language models to write theses and dissertations
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Supporting virtual organizations through constraint fusion
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PRICING AND HEDGING SHORT STERLING OPTIONS USING NEURAL NETWORKS
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Visual predictions of currency crises using self‐organizing maps
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Restructuring the credit process: behaviour scoring for german corporates
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A model for valuation of the branch offices of a savings bank based on rough sets
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A neural‐network‐based decision‐making model in the peer‐to‐peer lending market
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A Computational Model of Coordination for the Design of Organizational Decision Support Systems
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An object‐oriented optimal savings system: HYPER‐SAVINGS
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Erratum and addendum ‐ GOOGLE'S duplex: Pretending to be human
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ISAFM Paper of the Year for 2012
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A Fuzzy Cognitive Map‐Based Bi‐Directional Inference Mechanism: An Application to Stock Investment Analysis
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Management of Knowledge Sources Supported by Domain Ontologies: Building and Construction Case Studys
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Issue Information
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Remarks on a copula‐based conditional value at risk for the portfolio problem
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Exploring the predictability of range‐based volatility estimators using recurrent neural networks
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Predicting credit card fraud with Sarbanes‐Oxley assessments and Fama‐French risk factors
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ENERGY EFFICIENCY EVALUATION IN MANUFACTURING THROUGH AN ONTOLOGY‐REPRESENTED KNOWLEDGE BASE
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Advertisement
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Certainty Factor Algebras: Comparing Conventional Mappings and Experimental Results
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The prediction of profitability using accounting narratives: a variable‐precision rough set approach
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Exploring the time‐frequency connectedness among non‐fungible tokens and developed stock markets
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Toward an extended framework of exhaust data for predictive analytics: An empirical approach
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Issue Information
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Knowledge representation of rules: a note
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Wrapped input selection using multilayer perceptrons for repeat‐purchase modeling in direct marketing
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Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research
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Data mining for improving the solder bumping process in the semiconductor packaging industry
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Neural network detection of management fraud using published financial data
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The Fourth International Symposium on Intelligent Systems in Accounting, Finance and Management
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Summarizing electronic discourse
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Identifying Tiers of Influence in Expert Systems Research: II
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INTEGRATION OF RANDOM SAMPLE SELECTION, SUPPORT VECTOR MACHINES AND ENSEMBLES FOR FINANCIAL RISK FORECASTING WITH AN EMPIRICAL ANALYSIS ON THE NECESSITY OF FEATURE SELECTION
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Pattern recognition and financial time‐series
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Investment portfolio balancing: application of a generic self‐organizing fuzzy neural network (GenSoFNN)
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Editorial: Special Issue on the 1993 Korea/Japan Joint Conference on Expert Systems
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A new data model for XML databases
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Credit scoring and reject inference with mixture models
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Hedging role of stablecoins
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Text‐based sentiment analysis in finance: Synthesising the existing literature and exploring future directions
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Using Artificial Neural Networks to forecast Exchange Rate, including VAR‐VECM residual analysis and prediction linear combination
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City formation with complex landscapes
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A Global Approach to Identifying Expert System Applications in Compensation Practice
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Neural networks for the analysis and forecasting of advertising and promotion impact
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Special Issue of Papers from the 6th International Conference on Knowledge Engineering and Ontology Development
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Risk assessment in internal auditing: a neural network approach
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A fuzzy logic‐driven multiple knowledge integration framework for improving the performance of expert systems
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BUSINESS INTELLIGENCE (BI) SUCCESS AND THE ROLE OF BI CAPABILITIES
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Particle swarm optimization approach to portfolio construction
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Internet financial reporting disclosure index of e‐commerce businesses on social media
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Predicting base station return on investment in the telecommunications industry: Machine‐learning approaches
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Strategic analysis of providing corporate sustainability open data
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Challenges of using RPA in auditing: A socio‐technical systems approach
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Conventional and neural network target‐matching methods dynamics: The information technology mergers and acquisitions market in the USA
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The General Motors' variation‐reduction adviser: an example of grassroots knowledge management development
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Forthcoming Meetings
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Issue Information
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Evaluating interpretable machine learning predictions for cryptocurrencies
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Decision analytics mobilized with digital coaching
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Evolution of multivariate copulas in continuous and discrete processes
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Journal entry anomaly detection model
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Issue Information
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Using dialogues with customers as sources of knowledge
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Assessing risks due to threats to internal control in a computer‐based accounting information system: a pragmatic approach based on fuzzy set theory
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Exploring corporate governance research in accounting journals through latent semantic and topic analyses
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Automated Integration of Enterprise Accounting Models Throughout the Systems Development Life Cycle
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Editorial
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Optimal asset allocation for a large number of investment opportunities
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Artificial neural networks with feature transformation based on domain knowledge for the prediction of stock index futures
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Cooperative Knowledge Processing: The Key Technology for Future Organizations
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PROBABILISTIC APPROACHES FOR CREDIT SCREENING AND BANKRUPTCY PREDICTION
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Knowledge‐Based Simulation for Business Process Redesign
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Natural Language in Banking
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Modelling non‐linearity in economic classification with neural networks
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Visualizing the Invisible Hand of Markets: Simulating Complex Dynamic Economic Interactions
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FORECASTING FIRM RISK IN THE EMERGING MARKET OF CHINA WITH SEQUENTIAL OPTIMIZATION OF INFLUENCE FACTORS ON PERFORMANCE OF CASE‐BASED REASONING: AN EMPIRICAL STUDY WITH IMBALANCED SAMPLES
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Making trading decisions for financial‐engineered derivatives: a novel ensemble of neural networks using information content
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Simulation Monte Carlo methods in extended stochastic volatility models
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The impact of website design on the perceived credibility of internet financial reporting
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A game‐theoretic approach to decision making under uncertainty
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A Google–Wikipedia–Twitter Model as a Leading Indicator of the Numbers of Coronavirus Deaths
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Assessing Systemic Importance With a Fuzzy Logic Inference System
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Multivariate volatility analysis of VW stock prices
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Screening Discrimination in a Broader Context
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CHANGE DETECTION OF ORDERS IN STOCK MARKETS USING A GAUSSIAN MIXTURE MODEL
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AMTexpert: An Expert Decision Support System for the Corporate Alternative Minimum Tax
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Costs associated with exit or disposal activities: A topic modeling investigation of disclosure and market reaction
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How the quality of initial coin offering white papers influences fundraising: Using security token offerings white papers as a benchmark
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Cryptoassets: Definitions and accounting treatment under the current International Financial Reporting Standards framework
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Instruments to visualize design engineering information and activities in automotive supplier companies
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Editorial
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A SIMULATION ANALYSIS OF HERDING AND UNIFRACTAL SCALING BEHAVIOUR
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Currents of Liquidity Flows Created by the Different Type of Payments: the Case of SPEI
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Executable declarative business rules and their use in electronic commerce
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Promoting Entrepreneurship at the Base of the Social Pyramid via Pricing Systems: A case Study
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INCASE: SIMULATING EXPERIENCE TO ACCELERATE EXPERTISE DEVELOPMENT BY KNOWLEDGE WORKERS
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An examination of the psychological traits that affect the ability of tax experts to communicate their expertise
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An Exploratory Analysis of Accounting Expert System Abstracts
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Modelling small‐business credit scoring by using logistic regression, neural networks and decision trees
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The Accuracy of Decision Tree Induction in a Noisy Domain for Expert Systems Construction
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Do Sentiments Matter in Fraud Detection? Estimating Semantic Orientation of Annual Reports
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Issue Information
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The development of an expert system for managerial evaluation of internal controls
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Opportunities for artificial intelligence development in the accounting domain: the case for auditing
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Tehran stock exchange prediction using sentiment analysis of online textual opinions
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Issue Information
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Intelligence‐led policing at the Amsterdam‐Amstelland Police Department: operationalized business intelligence with an enterprise ambition
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Special issue on intelligent systems in operations management
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Predicting Bond Ratings Using Neural Networks: A Comparison with Logistic Regression
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Recognizing and Revising Unconvincing Explanations
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Interpretable credit model development via artificial neural networks
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A STOCHASTIC SETTING TO BANK FINANCIAL PERFORMANCE FOR REFINING EFFICIENCY ESTIMATES
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CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE
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Probabilistic fuzzy systems in value‐at‐risk estimation
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DESIGNING AN IF–THEN RULES‐BASED ENSEMBLE OF HETEROGENEOUS BANKRUPTCY CLASSIFIERS: A GENETIC ALGORITHM APPROACH
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Toward an ontology‐driven blockchain design for supply‐chain provenance
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Hedonic price models and indices based on boosting applied to the Dutch housing market
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FRA: Teaching Financial Accounting with a Goal‐Based Scenario
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ISAFM paper of the year for 2018
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Erratum
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Open Information Enterprise Transactions: Business Intelligence and Wash and Spoof Transactions in Blockchain and Social Commerce
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Cluster analysis using a validated self‐organizing method: cases of problem identification
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Increasing the utility of performance audit reports: Using textual analytics tools to improve government reporting
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Evaluation of the Financial Distress of Hospitals Through Machine Learning: An Application of AI in Healthcare Industry
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Issue Information