Dave Cliff
Computer scientist
Dave Cliff 's AcademicInfluence.com Rankings
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Computer Science
Dave Cliff 's Degrees
- Bachelors Computer Science University of Sussex
- PhD Computer Science University of Sussex
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Why Is Dave Cliff Influential?
(Suggest an Edit or Addition)According to Wikipedia, David T. Cliff is a Professor in the Department of Computer Science at the University of Bristol and was formerly the Director of the UK Large-scale Complex IT Systems Initiative. Cliff is the inventor of the seminal "ZIP" trading algorithm, one of the first of the current generation of autonomous adaptive algorithmic trading systems, which was demonstrated to outperform human traders in research published in 2001 by IBM. He is also the inventor on multiple international patents from the early 2000s concerning his invention hpDJ, the world's first fully automated disk-jockey system for electronic dance music, the precursor to present-day DJ automation tools such as Traktor.
Dave Cliff 's Published Works
Published Works
- Explorations in Evolutionary Robotics (1993) (481)
- Evolutionary robotics: the Sussex approach (1997) (317)
- Seeing the light: artificial evolution, real vision (1994) (315)
- Minimal-Intelligence Agents for Bargaining Behaviors in Market-Based Environments (1997) (306)
- Challenges in evolving controllers for physical robots (1996) (294)
- Tracking the Red Queen: Measurements of Adaptive Progress in Co-Evolutionary Simulations (1995) (279)
- Issues in evolutionary robotics (1993) (237)
- Large-scale complex IT systems (2011) (237)
- A financial brokerage model for cloud computing (2012) (163)
- Zero is Not Enough: On The Lower Limit of Agent Intelligence For Continuous Double Auction Markets† (1997) (160)
- Strategic bidding in continuous double auctions (2008) (160)
- From animals to animats (1994) (156)
- Adding Temporary Memory to ZCS (1994) (151)
- Creatures: artificial life autonomous software agents for home entertainment (1997) (149)
- Co-evolution of pursuit and evasion II: Simulation Methods and results (1996) (130)
- Evolving visually guided robots (1993) (123)
- Protean behavior in dynamic games: arguments for the co-evolution of pursuit-evasion tactics (1994) (122)
- From animals to animats 3 : proceedings of the Third International Conference on Simulation of Adaptive Behavior (1994) (92)
- In/Proceedings of the 15th IEEE International Conference on the Engineering of Complex Computer Systems/ (ICECCS 2010), Oxford (2010) (91)
- Evolution of market mechanism through a continuous space of auction-types (2002) (83)
- Explorations in evolutionary design of online auction market mechanisms (2003) (83)
- Circle in the round: State space attractors for evolved sighted robots (1995) (83)
- Creatures: Entertainment Software Agents with Artificial Life (2004) (75)
- Artificial Evolution: A New Path for Artificial Intelligence? (1997) (74)
- Complexity and emergent behaviour in ICT systems (2004) (72)
- Incremental evolution of neural network architectures for adaptive behavior (1993) (70)
- Less Than Human: Simple Adaptive Trading Agents for CDA Markets (1998) (70)
- Foresight: the future of computer trading in financial markets: final project report (2012) (67)
- Human-Agent Auction Interactions: Adaptive-Aggressive Agents Dominate (2011) (65)
- Knowledge-based vision and simple visual machines. (1997) (57)
- Computational neuroethology: a provisional manifesto (1991) (57)
- The use of genetic algorithms for the development of sensorimotor control systems (1994) (55)
- Hang the DJ: Automatic Sequencing and Seamless Mixing of Dance-Music Tracks (2000) (53)
- The Global Financial Markets: An Ultra-Large-Scale Systems Perspective (2012) (51)
- Reexamining the Relative Agreement Model of Opinion Dynamics (2012) (50)
- On simulating the evolution of communication (1996) (44)
- The Creatures Global Digital Ecosystem (1998) (44)
- Adding "Foveal Vision" to Wilson's Animat (1993) (42)
- Evolutionary Optimization of Parameter Sets for Adaptive Software-Agent Traders in Continuous Double Auction Markets (2001) (40)
- Analysing recurrent dynamical networks evolved for robot control (1993) (36)
- Studies of Interaction Between Human Traders and Algorithmic Trading Systems (2011) (36)
- Simple Bargaining Agents for Decentralized Market-Based Control (1998) (35)
- Evolving market design in zero-intelligence trader markets (2003) (34)
- Genetic Convergence in a Species of Evolved Robot Control Architectures (1993) (33)
- More than Zero Intelligence Needed for Continuous Double-Auction Trading (1997) (32)
- ZIP60: Further Explorations in the Evolutionary Design of Trader Agents and Online Auction-Market Mechanisms (2009) (30)
- Too Fast Too Furious - Faster Financial-market Trading Agents Can Give Less Efficient Markets (2012) (29)
- Sensomax: An agent-based middleware for decentralized dynamic data-gathering in wireless sensor networks (2013) (29)
- Technology Trends in the Financial Markets: A 2020 Vision (2011) (29)
- Agent-human Interactions in the Continuous Double Auction, Redux - Using the OpEx Lab-in-a-Box to explore ZIP and GDX (2011) (28)
- Multi-agent Support for Multiple Concurrent Applications and Dynamic Data-Gathering in Wireless Sensor Networks (2013) (28)
- Exploring Assignment-Adaptive (ASAD) Trading Agents in Financial Market Experiments (2013) (25)
- Biologically-Inspired Computing Approaches To Cognitive Systems: a partial tour of the literature (2003) (25)
- Genetic optimization of adaptive trading agents for double-auction markets (1998) (25)
- Behavioural Investigations of Financial Trading Agents Using Exchange Portal (ExPo) (2014) (24)
- The computational hoverfly; a study in computational neuroethology (1991) (22)
- Evolution of Market Mechanism Through a Continuous Space of Auciton-types II: Two-sided Auction Mechanisms Evolve in Response to Market Shocks (2002) (22)
- GECCO 2007: Genetic and Evolutionary Computation Conference (2007) (21)
- Days Without End: On the Stability of Experimental Single-Period Continuous Double Auction Markets (2001) (20)
- Neuroethology, computational (1998) (19)
- Deep Learning can Replicate Adaptive Traders in a Limit-Order-Book Financial Market (2018) (17)
- Consuming Music Together: Social and Collaborative Aspects of Music Consumption Technologies (2006) (17)
- ZIP60: Further Explorations in the Evolutionary Design of Online Auction Market Mechanisms (2005) (16)
- Artificial evolution of visual control systems for robots (1997) (16)
- Animat Market - Trading Interactions as Collective Social Adaptive Behavior (1999) (16)
- hpDJ: An Automated DJ with Floorshow Feedback (2006) (15)
- An Open-Source Limit-Order-Book Exchange for Teaching and Research (2018) (15)
- The Relative Disagreement Model of Opinion Dynamics: Where Do Extremists Come From? (2013) (14)
- BSE: A Minimal Simulation of a Limit-Order-Book Stock Exchange (2018) (13)
- Evolved hybrid auction mechanisms in non-ZIP trader marketplaces (2003) (13)
- Hearing ourselves learn: the development of a critical friendship group for professional development (1997) (12)
- Future issues in socio-technical change for UK education (2008) (12)
- The role of ‘hidden preferences’ in the artificial co-evolution of symmetrical signals (1997) (12)
- General visual robot controller networks via artificial evolution (1993) (11)
- Adaptive-Aggressive Traders Don't Dominate (2019) (11)
- Leeds Unix Knowledge Expert: a domain-dependent expert system generated with domain-independent tools (1987) (11)
- Evidencing the "robot phase transition" in experimental human-algorithmic markets (2012) (11)
- Evolutionary Stability of Behavioural Types in the Continuous Double Auction (2006) (11)
- Exhaustive Testing of Trader-agents in Realistically Dynamic Continuous Double Auction Markets: AA Does Not Dominate (2019) (11)
- An Ant Inspired Technique for Storage Area Network Design (2004) (10)
- Evolving Recurrent Dynamical Networks for Robot Control (1993) (10)
- Exploring the “robot phase transition” in experimental human-algorithmic markets (2012) (10)
- Effects of Component-Subscription Network Topology on Large-Scale Data Centre Performance Scaling (2010) (9)
- ZIP60: an enhanced variant of the ZIP trading algorithm (2006) (9)
- AI and A-Life: Never Mind The Blocksworld (1994) (8)
- Remotely hosted services and 'cloud computing' (2010) (8)
- Analysing Buyers' and Sellers' Strategic Interactions in Marketplaces: An Evolutionary Game Theoretic Approach (2007) (8)
- Modelling Complex Financial Markets Using Real-Time Human–Agent Trading Experiments (2018) (7)
- Visualizing Coevolution with CIAO Plots (2006) (7)
- NKα - Non-uniform epistatic interactions in an extended NK model (2008) (7)
- The Future of Computer Trading in the Financial Markets: Working Paper (2011) (7)
- SPECI-2 - An Open-source Framework for Predictive Simulation of Cloud-scale Data-centres (2011) (7)
- The Effects of Truthfulness on a Computing Resource Options Market (2010) (7)
- Market trading interactions as collective adaptive behavior (1998) (7)
- Using a Genetic Algorithm to Design and Improve Storage Area Network Architectures (2004) (7)
- Which Trading Agent is Best? Using a Threaded Parallel Simulation of a Financial Market Changes the Pecking-Order (2020) (6)
- Options, forwards and provision-point contracts in improving cloud infrastructure utilisation (2012) (6)
- Forecasting Demand for Cloud Computing Resources - An Agent-based Simulation of a Two Tiered Approach (2012) (6)
- NKalpha: Non-uniform epistatic interactions in an extended NK model (2008) (6)
- Hybrid Complex Network Topologies Are Preferred for Component-Subscription in Large-Scale Data-Centres (2011) (5)
- The effects of periodic and continuous market environments on the performance of trading agents (2008) (5)
- PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON COLLABORATION TECHNOLOGIES AND SYSTEMS (CTS) (2013) (5)
- Visualising Search-Spaces for Evolved Hybrid Auction Mechanisms (2002) (5)
- Contributory provision point contracts – a risk-free mechanism for hedging cloud energy costs (2013) (5)
- Comparison of Cloud Middleware Protocols and Subscription Network Topologies using CReST, the Cloud Research Simulation Toolkit - The Three Truths of Cloud Computing are: Hardware Fails, Software has Bugs, and People Make Mistakes (2013) (5)
- Evolutionary optimization of ZIP60: a controlled explosion in hyperspace (2006) (5)
- The Effects of Market Demand on Truthfulness in a Computing Resource Options Market (2011) (4)
- Parameterised-Response Zero-Intelligence Traders (2021) (4)
- Methods Matter: A Trading Agent with No Intelligence Routinely Outperforms AI-Based Traders (2020) (4)
- A Cloud-Native Globally Distributed Financial Exchange Simulator for Studying Real-World Trading-Latency Issues at Planetary Scale (2019) (4)
- Arbitrageurs in Segmented Markets (1998) (4)
- Proceedings of the third international conference on Simulation of adaptive behavior : from animals to animats 3: from animals to animats 3 (1994) (4)
- Automated Composition of Picture-Synched Music Soundtracks for Movies (2019) (4)
- The Relative Agreement Model of Opinion Dynamics in Populations with Complex Social Network Structure (2013) (4)
- Shop ‘Til You Drop I: Market Trading Interactions as Adaptive Behavior (1998) (3)
- Automated Creation of a High-Performing Algorithmic Trader via Deep Learning on Level-2 Limit Order Book Data (2020) (3)
- Exploring Narrative Economics: An Agent-Based-Modeling Platform that Integrates Automated Traders with Opinion Dynamics (2020) (3)
- Studies on interactions between human traders and Algorithmic Trading Systems Studies of Interactions Between Human Traders and Algorithmic Trading Systems (2011) (3)
- Using Stock Prices as Ground Truth in Sentiment Analysis to Generate Profitable Trading Signals (2018) (3)
- Shop ' Til You Drop II : Collective Adaptive Behavior of Silllple Autonolllous Trading Agents in Silnulated ' Retail ' Markets (1998) (3)
- Evolved Recurrent Dynamical Networks Use Noise (1993) (2)
- Simulation-based evaluation of automated trading strategies: a manifesto for modern methods (2019) (2)
- Exploring Coevolutionary Dynamics of Competitive Arms-Races Between Infinitely Diverse Heterogenous Adaptive Automated Trader-Agents (2021) (2)
- A simulator for studying automated block trading on a coupled dark/lit financial exchange with reputation tracking (2019) (2)
- BBE: Simulating the Microstructural Dynamics of an In-Play Betting Exchange via Agent-Based Modelling (2021) (2)
- Making money from agents (1999) (2)
- HP Labs' Complex Adaptive Systems Group Research Overview † (2004) (2)
- The Use of Provision Point Contracts for Improving Cloud Infrastructure Utilisation (2012) (2)
- Large-scale, Small-scale Systems (2006) (2)
- Chapter N hpDJ : An automated DJ with floorshow feedback (2005) (2)
- Adding Supply/Demand Imbalance-Sensitivity to Simple Automated Trader-Agents (2021) (1)
- Metapopulation Differential Co-Evolution of Trading Strategies in a Model Financial Market (2022) (1)
- Portable apparatus monitoring reaction of user to a performance (2002) (1)
- Evidencing the "Robot Phase Transition" in Human-agent Experimental Financial Markets (2013) (1)
- Market Impact in Trader-Agents: Adding Multi-Level Order-Flow Imbalance-Sensitivity to Automated Trading Systems (2020) (1)
- Exploration of Point-Distribution Models for Similarity-based Classification and Indexing of Polyphonic Music (2000) (1)
- Animate vision in an artificial fly : a study in computational neuroethology (1991) (1)
- My Family and Other Algorithms (2007) (0)
- Portable apparatus monitoring reaction of user to music (2001) (0)
- Exploring Coevolutionary Dynamics Between Infinitely Diverse Heterogenous Adaptive Automated Trading Agents (2021) (0)
- Visualising Co-evolution with CIAO Plots (2005) (0)
- Patent: US 6,888,457: Monitoring of user response to performances (2001) (0)
- Multimodel-Driven Software Engineering for Evolving Enterprise Systems (2013) (0)
- Patent: GB 2,393,090: Page Composition (2002) (0)
- Hedging Cloud Energy Costs via Risk-free Provision Point Contracts (2013) (0)
- Performance generation in response to reaction of audience (2004) (0)
- Large-Scale Complex IT Systems ( LSCITS ) : A National Strategic Research & Training Initiative Case for Support (2010) (0)
- Artificial Intelli ( * ) Notice : Subject to any y the SM tly gence ? (2017) (0)
- Patent: US 6,534,700: Automated Compilation of Music (2001) (0)
- Patent: GB 2,380,262: Monitoring of Crowd Response to Performances (2001) (0)
- Cliff, D. (2019). Exhaustive Testing of Trader-agents in Realistically Dynamic Continuous Double Auction Markets: AA Does Not Dominate. In (2018) (0)
- Patent: GB 2,367,181: Data Display (2000) (0)
- Contributory provision point contracts – a risk-free mechanism for hedging cloud energy costs (2013) (0)
- Final report on the provision of evaluation and research services on the effectiveness of compliance action in improving mine safety (2010) (0)
- Studying Narrative Economics by Adding Continuous-Time Opinion Dynamics to an Agent-Based Model of Co-Evolutionary Adaptive Financial Markets (2022) (0)
- A financial brokerage model for cloud computing (2012) (0)
- Proceedings of the 3rd International Conference on Agents and Artificial Intelligence (ICAART), Rome (2011) (0)
- Patent: GB 2,378,626: Automated Compilation of Music (2001) (0)
- Patent: US 6,344,607: Automatic Compilation of Songs (2001) (0)
- A New Simulation Architecture for Communication Network Systems with Application to HF Radio (2013) (0)
- Guest Editorial (1995) (0)
- Patent: GB2,379,987: Monitoring of User Response to Performances (2001) (0)
- Neural Networks and Visual Behaviour: Flies; Panned Eyes; and Statistics (1991) (0)
- Patent: US 6,885,304: Monitoring of Crowd Response to Performances (2001) (0)
- In/Proceedings of the International Conference on Advances in Distributed and Parallel Computing (ADPC2010), Singapore (2010) (0)
- A Lot of Data for a Little Code: Get Data into VIVO Faster with the Jena Framework (2012) (0)
- Time Matters: Exploring the Effects of Urgency and Reaction Speed in Automated Traders (2021) (0)
- Patent: GB 2,398,423: Monitoring of Crowd Response to Performances (2001) (0)
- Component placement effects on data-centre performance scaling (2010) (0)
- Patent: GB 2,379,076: Method and Apparatus for Composing a Song (2001) (0)
- Teaching about natural systems, the next generation of computers, and the generation after that? (2004) (0)
- Patent: GB 2,378,873: Automated Compilation of Music (2001) (0)
- Patent: US 6,897,868: Visual representation of audio content (2000) (0)
- Patent: GB 2,406,254: Page Composition (2002) (0)
- Evolutionary learning in robots (1996) (0)
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