Intelligent Systems in Accounting, Finance and Management
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ISAFM Paper of the Year for 2016
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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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Explaining qualifications in audit reports using a support vector machine methodology
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A Little AI Goes a Long Way on Wall Street
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Issue Information
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Organizational Structures and Exchange Processes
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A network model of systemic risk: stress testing the banking system1
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Predicting SME loan delinquencies during recession using accounting data and SME characteristics: The case of Greece
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Asking ‘Why’ in AI: Explainability of intelligent systems – perspectives and challenges
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Using neural networks to predict corporate failure
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BEYOND THE NUMBERS: MINING THE ANNUAL REPORTS FOR HIDDEN CUES INDICATIVE OF FINANCIAL STATEMENT FRAUD
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A structured approach to conflict prediction in information systems strategy implementation
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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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Knowledge Representation Issues in Complex Decision Domains: an Example from Inherent Audit Risk Assessment
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Belief Networks for Expert System Development in Auditing
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A comparison of nearest neighbours, discriminant and logit models for auditing decisions
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Pareto‐archived evolutionary wavelet network for financial constrained portfolio optimization
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Predicting mispricing of initial public offerings
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Second international meeting on artificial intelligence in accounting, finance and tax, Punta Umbria, Spain, 27–28 September 1996
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Constraint satisfaction using soft quantifiers
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An evolutionary multi‐objective optimization of trading rules in call markets
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PRICING AND HEDGING SHORT STERLING OPTIONS USING NEURAL NETWORKS
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ISAFM Paper of the Year for 2011
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Identifying Tiers of Influence in Expert Systems Research: II
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Call for papers ‐ special issue on “AI and big data in accounting and finance”
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A Neural Network Analysis of Mortgage Choice
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A belief‐function model for the representation and the combination of uncertain audit evidence
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Defining personalized concepts for XBRL using iPAD‐drawn fuzzy sets
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Combining data and text mining techniques for analysing financial reports
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ISAFM Paper of the Year for 2010
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Issue Information
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MAPS: A Planning System for International Market Entry
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A validated expert system for decision making in corporate recovery
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Decision making using time‐dependent knowledge: knowledge augmentation using qualitative reasoning
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AI in Accounting, Finance and Management
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A derivatives trading recommendation system: The mid‐curve calendar spread case
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Experiences with EXGAME: an expert system for playing a competitive business game
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EMPIRICAL ANALYSIS OF SPECULATIVE ATTACKS WITH CONTRACTIONARY REAL EFFECTS
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INSOLVENCY PREDICTION IN THE PRESENCE OF DATA INCONSISTENCIES
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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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Case‐based Reasoning and Multiple‐agent Systems for Accounting Regulation Systems with Extensions
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Conference Report: The Third International Symposium on Expert Systems in Business, Finance and Accounting
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Erratum
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Multivariate volatility analysis of VW stock prices
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The relevance of trends for predictions of stock returns
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Implementing knowledge management solutions in a public research institution: the CNRS case
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Erratum and addendum ‐ GOOGLE'S duplex: Pretending to be human
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THE IMPACT OF FEATURE SELECTION: A DATA‐MINING APPLICATION IN DIRECT MARKETING
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End‐user access to multiple sources: incorporating knowledge discovery into knowledge management
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Issue Information
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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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MIAC: A mobility intention auto‐completion model for location prediction
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Screening Discrimination in a Broader Context
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A Research Perspective: Artificial Intelligence, Management and Organizations
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Summary of Previous Papers in Expert Systems Review
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Evaluating Expert Systems in a Financial Domain: A Study Demonstrating Issues in Case Selection, Validation Standards and Evaluator Bias
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Discovering probabilistic decision rules
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Editorial
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An Evaluation of the Corporate Takeover Model Using Neural Networks
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A RADIAL BASIS FUNCTION APPROACH TO EARNINGS FORECAST
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Hybrid approach with an expert system and a genetic algorithm to production management in the supply net
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A game‐theoretic approach to decision making under uncertainty
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An Exploratory Analysis of Accounting Expert System Abstracts
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Predicting the outcome following bankruptcy filing: a three‐state classification using neural networks
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Minimizing Basel III Capital Requirements with Unconditional Coverage Constraint
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The optimal timing of the transfer of hidden reserves in the German and Austrian tax systems
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Effects of Price Regulations and Dark Pools on Financial Market Stability: An Investigation by Multiagent Simulations
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The role of attribute selection in Deep ANNs learning framework for high‐frequency financial trading
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The Accuracy of Decision Tree Induction in a Noisy Domain for Expert Systems Construction
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The impact of manager philosophy on knowledge management systems
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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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Application of the Rough Set Approach to Evaluation of Bankruptcy Risk
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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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Hedonic price models and indices based on boosting applied to the Dutch housing market
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Editorial: Computational and Mathematical Models of Organizations
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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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A two‐step system for direct bank telemarketing outcome classification
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Issue Information
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SCAN: A Case‐Based Reasoning Model for Generating Information System Control Recommendations
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Cluster analysis using a validated self‐organizing method: cases of problem identification
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Issue Information
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LEGAL KNOWLEDGE AND AGILITY IN PUBLIC ADMINISTRATION
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Rewrites of an Expert System—Lessons Learned
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Cooperative Knowledge Processing: The Key Technology for Future Organizations
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Evaluating Competitive Strategies
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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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Nonlinear multiple regression methods: a survey and extensions
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DESIGNING AN IF–THEN RULES‐BASED ENSEMBLE OF HETEROGENEOUS BANKRUPTCY CLASSIFIERS: A GENETIC ALGORITHM APPROACH
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Optimal asset allocation for a large number of investment opportunities
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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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ENERGY EFFICIENCY EVALUATION IN MANUFACTURING THROUGH AN ONTOLOGY‐REPRESENTED KNOWLEDGE BASE
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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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Dynamic pricing in a reputation‐brokered agent‐mediated marketplace
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Automated explanation of financial data
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Risk assessment in internal auditing: a neural network approach
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Approaches to locating expertise using corporate knowledge
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City formation with complex landscapes
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Editorial
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Index forecasting and model selection
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Constructing a knowledge‐based system to aid scenario‐based strategic planning: an application to the European airline industry
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A Global Approach to Identifying Expert System Applications in Compensation Practice
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A neural‐network‐based decision‐making model in the peer‐to‐peer lending market
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Quantitative Modeling of Complex Environments
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Evaluating business credit risk by means of approach‐integrating decision rules and case‐based learning
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Classification techniques for the identification of falsified financial statements: a comparative analysis
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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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Integrating genetic algorithms and spreadsheets: a capital budgeting application
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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
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Issue Information
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Optimizing object classification under ambiguity/ignorance: application to the credit rating problem
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Project selection based on intellectual capital scorecards
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Algorithms for handling soft constraints and their applications to staff scheduling problems
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A Case‐Based Reasoning System for Indirect Bank Lending
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Changing investment styles: style creep and style gaming in the hedge fund industry
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Supporting the Process of Customer Consulting in the Field of Financial Services
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NONLINEAR FORECASTING OF THE GOLD MINER SPREAD: AN APPLICATION OF CORRELATION FILTERS
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Refining the behavior of multiple expert systems: a concept and empirical results
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Case‐Based Reasoning and Risk Assessment in Audit Judgment
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IMITATION AND COORDINATION IN SMALL‐WORLD NETWORKS
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Currents of Liquidity Flows Created by the Different Type of Payments: the Case of SPEI
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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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Early‐warning analysis for currency crises in emerging markets: A revisit with fuzzy clustering
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Analysis of the Effectiveness of Machine Learning in Determining Decision Rules for Executive Compensation Planning
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Linear models for minimizing misclassification costs in bankruptcy prediction
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Time to Slow Down for High‐Frequency Trading? Lessons from Artificial Markets
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Predicting direction shifts on Canadian–US exchange rates with artificial neural networks
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NEURO‐GENETIC PREDICTIONS OF CURRENCY CRISES
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A Vertical Application Platform for Knowledge‐Based Financial Systems
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Impact of interchange fees on a nonsaturated multi‐agent payment card market
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An object‐oriented optimal savings system: HYPER‐SAVINGS
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Enhancing Self‐Organizing Map Capabilities with Graph Clustering: An Application to Financial Markets
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Organizing a Model Base of Linear Programming Models Using Analogical Processes
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INCASE: SIMULATING EXPERIENCE TO ACCELERATE EXPERTISE DEVELOPMENT BY KNOWLEDGE WORKERS
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Extending COLOSSUS to Cover Compensation for Future Economic Loss
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The Prediction of Earnings Using Financial Statement Information: Empirical Evidence With Logit Models and Artificial Neural Networks
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Integration of Intelligent Systems and Conventional Systems: Requirements for Co‐ordinating Multiple Agents for Diagnostic Decisions
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Do Sentiments Matter in Fraud Detection? Estimating Semantic Orientation of Annual Reports
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A Fuzzy Cognitive Map‐Based Bi‐Directional Inference Mechanism: An Application to Stock Investment Analysis
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PROBABILISTIC APPROACHES FOR CREDIT SCREENING AND BANKRUPTCY PREDICTION
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An AHP & Survey for Selecting Workflow Management Systems
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Preface
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Feature selection methods involving support vector machines for prediction of insolvency in non‐life insurance companies
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The Definition and Diffusion of Expert Systems: An Empirical Survey of Belgian External Audit Firms
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Machine‐independent audit trail analysis—a tool for continuous audit assurance
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Knowledge Management Tools for Business Process Support and Reengineering
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Organizational Health Maintenance: The Design of a Knowledge‐Based Strategy Support System
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Assessing the predictive performance of artifIcial neural network‐based classifiers based on different data preprocessing methods, distributions and training mechanisms
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Exploring the predictability of range‐based volatility estimators using recurrent neural networks
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Competitive Product Development in the Financial Services Industry—A Knowledge‐Based Approach
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Visual predictions of currency crises using self‐organizing maps
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A web‐based multi‐agent decision support system for a city‐oriented management of cruise arrivals
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Issue Information
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Expert Systems in the UK Life Insurance Industry: Current Status and Future Trends
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Identifying Tiers of Influence in Artificial Intelligence Research: I
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Certainty Factor Algebras: Comparing Conventional Mappings and Experimental Results
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A fuzzy logic‐driven multiple knowledge integration framework for improving the performance of expert systems
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Using clustering ensemble to identify banking business models
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A PSYCHOLOGICAL APPROACH TO MICROFINANCE CREDIT SCORING VIA A CLASSIFICATION AND REGRESSION TREE
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BUSINESS INTELLIGENCE (BI) SUCCESS AND THE ROLE OF BI CAPABILITIES
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Issue Information
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HIGH‐FREQUENCY EXCHANGE‐RATE PREDICTION WITH AN ARTIFICIAL NEURAL NETWORK
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Call for Papers “Special Issue on Computational Economics and Finance”
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Risk analysis for electronic commerce using case‐based reasoning
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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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Wrapped input selection using multilayer perceptrons for repeat‐purchase modeling in direct marketing
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Issue Information
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Knowledge representation of rules: a note
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A rule‐based fuzzy reasoning system for assessing the risk of management fraud
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Dynamic interaction networks in modelling and predicting the behaviour of multiple interactive stock markets
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Ordinal Pairwise Partitioning (OPP) Approach to Neural Networks Training in Bond rating
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BUILDING AND EVOLVING DATA WAREHOUSING AND BUSINESS INTELLIGENCE ARTEFACTS: THE CASE OF SYSCO
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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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Agent‐based stochastic production lines design
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A comparison of machine‐learning classifiers for selecting money managers
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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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Executable declarative business rules and their use in electronic commerce
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An Analysis of Applicability using Quality Metrics for Ontologies on Ontology Design Patterns
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An approximation algorithm for optimal consumption/investment problems
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GOOGLE'S Duplex: Pretending to be human
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An intelligent agent‐based competitive contract process: UNIK‐AGENT
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Ontological modelling of e‐services to ensure appropriate mobile transactions
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A comparison of the relative costs of financial distress models: artificial neural networks, logit and multivariate discriminant analysis
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Adaptive Methods in Macroeconomic Forecasting
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Data mining for improving the solder bumping process in the semiconductor packaging industry
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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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Bankruptcy prediction of financially stressed firms: an examination of the predictive accuracy of artificial neural networks
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Issue Information
