Intelligent Systems in Accounting, Finance and Management
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ISAFM Paper of the Year for 2016
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Issue Information
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Promoting Entrepreneurship at the Base of the Social Pyramid via Pricing Systems: A case Study
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FRACAS: A Computerized Aid for Reasoning in Tax
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The impact of website design on the perceived credibility of internet financial reporting
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REACH: automated database design integrating first‐order theories, reconstructive expertise, and implementation heuristics for accounting information systems
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An Audit Framework for Expert Systems
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A genetic algorithm approach to detecting temporal patterns indicative of financial statement fraud
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Management control of complex, mission‐critical processes
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A validated expert system for decision making in corporate recovery
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A RADIAL BASIS FUNCTION APPROACH TO EARNINGS FORECAST
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Hybrid performance evaluation of sustainable service and manufacturing supply chain management: An integrated approach of fuzzy dematel and fuzzy inference system
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A Little AI Goes a Long Way on Wall Street
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COMPETITION AND CASCADES IN MARKETS: AN AGENT‐BASED MODEL OF ENDOGENOUS MERGERS
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Call for Papers “Special Issue on Computational Economics and Finance”
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Call for papers ‐ special issue on “AI and big data in accounting and finance”
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A FRAMEWORK FOR STATE TRANSITIONS ON THE SELF‐ORGANIZING MAP: SOME TEMPORAL FINANCIAL APPLICATIONS
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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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Organizational Structures and Exchange Processes
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PLANET: An Expert System for Audit Risk Assessment and Planning
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A Research Perspective: Artificial Intelligence, Management and Organizations
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THE IMPLICATIONS OF TRADER COGNITIVE ABILITIES ON STOCK MARKET PROPERTIES
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Organizational Health Maintenance: The Design of a Knowledge‐Based Strategy Support System
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Black–Scholes versus artificial neural networks in pricing FTSE 100 options
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Issue Information
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Integrating Logical Inference with Numeric Optimization
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Private‐Value Auction Versus Posted‐Price Selling: An Agent‐Based Model Approach
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Forthcoming Meetings
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IMITATION AND COORDINATION IN SMALL‐WORLD NETWORKS
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Issue Information
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Challenges and directions in knowledge asset trading
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Management of reengineering knowledge: AI‐based approaches
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A derivatives trading recommendation system: The mid‐curve calendar spread case
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Predicting direction shifts on Canadian–US exchange rates with artificial neural networks
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Experiences with EXGAME: an expert system for playing a competitive business game
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Building An Intelligent Business Process Reengineering System: A Case‐Based Approach
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EMPIRICAL ANALYSIS OF SPECULATIVE ATTACKS WITH CONTRACTIONARY REAL EFFECTS
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Changing investment styles: style creep and style gaming in the hedge fund industry
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A predictive system integrating intrinsic mode functions, artificial neural networks, and genetic algorithms for forecasting S&P500 intra‐day data
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Pareto‐archived evolutionary wavelet network for financial constrained portfolio optimization
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A PSYCHOLOGICAL APPROACH TO MICROFINANCE CREDIT SCORING VIA A CLASSIFICATION AND REGRESSION TREE
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Time series forecasting using evolutionary neural nets implemented in a volunteer computing system
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The design of EDI controls using case‐based reasoning: EDICBR
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Tail‐dependence in stock‐return pairs
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Detection of Management Fraud: A Neural Network Approach
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Using Genetic Algorithms to Optimize the Selection of Cost Drivers in Activity‐based Costing
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End‐user access to multiple sources: incorporating knowledge discovery into knowledge management
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Interpretability and mean‐square error performance of fuzzy inference systems For Data Mining
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Identifying Tiers of Influence in Expert Systems Research: II
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PREDICTING NEXT TRADING DAY CLOSING PRICE OF QATAR EXCHANGE INDEX USING TECHNICAL INDICATORS AND ARTIFICIAL NEURAL NETWORKS
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Combining data and text mining techniques for analysing financial reports
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Defining personalized concepts for XBRL using iPAD‐drawn fuzzy sets
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Constraint satisfaction using soft quantifiers
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Reifying Behavior in Decision Support Systems
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Audit‐firm group appointment: an artificial intelligence approach
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Organizing and personalizing intelligence gathering from the web
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Optimizing object classification under ambiguity/ignorance: application to the credit rating problem
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Decision‐making capabilities of a hybrid system applied to the auditor's going‐concern assessment
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INSOLVENCY PREDICTION IN THE PRESENCE OF DATA INCONSISTENCIES
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Twitter Mining for Discovery, Prediction and Causality: Applications and Methodologies
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Shock around the clock—on the causal relations between international stock markets, the strength of causality and the intensity of shock transmission: an econometric analysis
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Implementing knowledge management solutions in a public research institution: the CNRS case
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Evaluating Competitive Strategies
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Using Rule Induction for Expert System Development: The Case of Asset Writedowns
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Opportunities for artificial intelligence development in the accounting domain: the case for auditing
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Open Information Enterprise Transactions: Business Intelligence and Wash and Spoof Transactions in Blockchain and Social Commerce
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Data mining using a genetic algorithm‐trained neural network
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MAPS: A Planning System for International Market Entry
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How fast to run in the Red Queen race?
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Summary of Previous Papers in Expert Systems Review
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Assessing qualitative similarities between financial reporting frameworks using visualization and rules: COREP vs. pillar 3
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A case‐based reasoning approach to bankruptcy prediction modeling
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A Flexible Approach to Semantic Annotation Systems for Web Content
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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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An Expert System Approach to Audit Planning and Evaluation in the Belief‐Function Framework
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Strategic diagnostics and management decision making: a hybrid knowledge‐based approach
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On Intelligent Database Systems
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ISAFM Paper of the Year for 2012
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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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Erratum and addendum ‐ GOOGLE'S duplex: Pretending to be human
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CORPORATE DIVIDEND POLICY DETERMINANTS: INTELLIGENT VERSUS A TRADITIONAL APPROACH
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Features selection, data mining and finacial risk classification: a comparative study
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IN‐QUOTES: a knowledge‐based system for supporting decision making in weakly structured domains
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Downloads and citations in Intelligent Systems in Accounting, Finance and Management
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Artificial Neural Networks Applied to Ratio Analysis in the Analytical Review Process
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Intelligence‐led policing at the Amsterdam‐Amstelland Police Department: operationalized business intelligence with an enterprise ambition
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OUTSOURCING AND MARKET VALUE OF THE FIRM: TOWARD A COMPREHENSIVE MODEL
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Unifying Rule Induction and Rule Refinement—Towards Discovering Anomaly from Granville's Law in a Stock Market Technical Analysis
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Tasks and Organizations: A Signal Detection Model of Organizational Decision Making
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Automated Induction of Rule‐based Neural Networks from Databases
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THE IMPACT OF FEATURE SELECTION: A DATA‐MINING APPLICATION IN DIRECT MARKETING
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Issue Information
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A new data model for XML databases
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Particle Swarm Optimization in Agent‐Based Economic Simulations of the Cournot Market Model
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Computer‐aided auditing of inter‐organizational trade procedures
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Integrating machine learning and workflow management to support acquisition and adaptation of workflow models
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A SIMULATION ANALYSIS OF HERDING AND UNIFRACTAL SCALING BEHAVIOUR
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VaRSOM: A Tool to Monitor Markets' Stability Based on Value at Risk and Self‐Organizing Maps
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Issue Information
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Making trading decisions for financial‐engineered derivatives: a novel ensemble of neural networks using information content
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Exploring corporate governance research in accounting journals through latent semantic and topic analyses
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Issue Information
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Application of the Rough Set Approach to Evaluation of Bankruptcy Risk
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Competitive Product Development in the Financial Services Industry—A Knowledge‐Based Approach
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Stock price prediction using DEEP learning algorithm and its comparison with machine learning algorithms
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Minimizing Basel III Capital Requirements with Unconditional Coverage Constraint
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Multi‐agent technologies in economics
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Extending COLOSSUS to Cover Compensation for Future Economic Loss
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Agent‐based supply chain disintermediation versus re‐intermediation: economic and technological perspectives
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A comparison of nearest neighbours, discriminant and logit models for auditing decisions
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Impact of interchange fees on a nonsaturated multi‐agent payment card market
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PERIODICITIES OF FOREIGN EXCHANGE MARKETS AND THE DIRECTIONAL CHANGE POWER LAW
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Discovering probabilistic decision rules
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A Hybrid‐Based Expert System for Personal Pension Planning in the UK
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INTEGRATED METAHEURISTIC OPTIMIZATION OF 130–30 INVESTMENT‐STRATEGY‐BASED LONG–SHORT PORTFOLIOS
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Improving expected tail loss estimates with neural networks
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A data mining approach to financial time series modelling and forecasting
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An AHP & Survey for Selecting Workflow Management Systems
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A knowledge‐based framework for incorporating investor's preference into portfolio decision‐making
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Using a genetic algorithm‐based classifier system for modeling auditor decision behavior in a fraud setting
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An evolutionary multi‐objective optimization of trading rules in call markets
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An Evaluation of the Corporate Takeover Model Using Neural Networks
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ISAFM Paper of the Year for 2010
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Supporting the Process of Customer Consulting in the Field of Financial Services
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Restructuring the credit process: behaviour scoring for german corporates
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Non‐Linear Predictive Models for Intra‐Day Foreign Exchange Trading
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ICARE: A Knowledge‐Based Underwriting System
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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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Explaining Financial Results
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USING NEURAL NETS TO COMBINE INFORMATION SETS IN CORPORATE BANKRUPTCY PREDICTION
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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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LINEAR RELATIONSHIP BETWEEN THE AUD/USD EXCHANGE RATE AND THE RESPECTIVE STOCK MARKET INDICES: A COMPUTATIONAL FINANCE PERSPECTIVE
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Using Constraint Programming to Design an Option‐based Decision Support System
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How information and communication technology affects decision‐making on innovation diffusion: An agent‐based modelling approach
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Risk assessment in internal auditing: a neural network approach
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Neural networks for the analysis and forecasting of advertising and promotion impact
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PSYCHOLOGICAL CONTRACTS AND JOB SATISFACTION: CLUSTERING ANALYSIS USING EVIDENTIAL C‐MEANS AND COMPARISON WITH OTHER TECHNIQUES
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Modelling unbalanced catastrophic health expenditure data by using machine‐learning methods
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The Definition and Diffusion of Expert Systems: An Empirical Survey of Belgian External Audit Firms
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Organizing a Model Base of Linear Programming Models Using Analogical Processes
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An approximation algorithm for optimal consumption/investment problems
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New Books
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Reengineering Support through Measurement‐driven Inference
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Web usage mining approaches to page recommendation and restructuring
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Analysis of Accounting Expert Systems Citations: An Alternative Accounting Classification Scheme
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Introduction
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Decision making using time‐dependent knowledge: knowledge augmentation using qualitative reasoning
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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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The impacts of electronic commerce on auditing practices: an auditing process model for evidence collection and validation
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Business Process Modeling from the Control Perspective: The AI Planning Approach
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FRA: Teaching Financial Accounting with a Goal‐Based Scenario
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Editorial
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Consideration of the social context of auditors’ reliance on expert system output during evaluation of loan loss reserves
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Editorial: Special Issue on the 1993 Korea/Japan Joint Conference on Expert Systems
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Computational Tools for Systemic Risk Identification and Assessment
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Credit scoring and reject inference with mixture models
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A methodology for modeling influence diagrams: a case‐based reasoning approach
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Business process semi‐automation based on business model management
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Issue Information
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Asking ‘Why’ in AI: Explainability of intelligent systems – perspectives and challenges
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ISAFM Paper of the Year for 2011
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Knowledge‐Based Systems in Retail Banking: A Survey of Current Practice
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Issue Information
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Real option valuation with neural networks
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BEYOND THE NUMBERS: MINING THE ANNUAL REPORTS FOR HIDDEN CUES INDICATIVE OF FINANCIAL STATEMENT FRAUD
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Predicting SME loan delinquencies during recession using accounting data and SME characteristics: The case of Greece
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Issue Information
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GOOGLE'S Duplex: Pretending to be human
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Forecasting annual excess stock returns via an adaptive network‐based fuzzy inference system
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Ordinal Pairwise Partitioning (OPP) Approach to Neural Networks Training in Bond rating
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Applying Case‐Based Reasoning to the Accounting Domain
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BUILDING AND EVOLVING DATA WAREHOUSING AND BUSINESS INTELLIGENCE ARTEFACTS: THE CASE OF SYSCO
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Agent‐based stochastic production lines design
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Comparative performance of backpropagation networks designed by genetic algorithms and heuristics
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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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Performance of Neural Networks in Managerial Forecasting
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Trend‐cycle Estimation Using Fuzzy Transform and Its Application for Identifying Bull and Bear Phases in Markets
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An Analysis of Applicability using Quality Metrics for Ontologies on Ontology Design Patterns
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Process Life Cycle Engineering: A Knowledge‐Based Approach and Environment
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Using clustering ensemble to identify banking business models
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City formation with complex landscapes
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Editorial
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Rewrites of an Expert System—Lessons Learned
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Predicting credit card fraud with Sarbanes‐Oxley assessments and Fama‐French risk factors
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Developing a bankruptcy prediction model via rough sets theory
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A STOCHASTIC SETTING TO BANK FINANCIAL PERFORMANCE FOR REFINING EFFICIENCY ESTIMATES
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Neural network volatility forecasts
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Knowledge representation of rules: a note
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ENERGY EFFICIENCY EVALUATION IN MANUFACTURING THROUGH AN ONTOLOGY‐REPRESENTED KNOWLEDGE BASE
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A Case Study and Field Evaluation of EDP‐XPERT
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SCOPE: a blackboard model‐based decision support system for crude‐oil trading
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A Multi‐Stage Model of Decision Bias: Implications for Expert Systems
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MODELLING THE ADAPTATION OF BUSINESS CONTINUITY PLANNING BY BUSINESSES USING NEURAL NETWORKS
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Editor: Special Issue on Neural Networks
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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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Using Goals, Rules and Methods to Support Reasoning in Business Process Reengineering
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An adaptive hierarchical fuzzy logic system for modelling of financial systems
