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Faced with several AI-powered sequential decision-making systems, how might someone choose on which to rely? For example, imagine car buyer Blair shopping for a self-driving car, or developer Dillon trying to choose an appropriate ML model to use in ...

We present sql4ml, a framework for expressing machine learning (ML) algorithms in a relational database management system (RDBMS). The user writes the objective function of an ML model as a SQL query, then sql4ml translates the query into an equivalent ...

Although numerous applications that have been developed during the last years produce vast amounts of data, the inability to obtain their ground truth target values has triggered the appearance of several new machine learning (ML) variants that tackle ...

GECCO is the largest peer-reviewed conference in the field of Evolutionary Computation, and the main conference of the Special Interest Group on Genetic and Evolutionary Computation (SIGEVO) of the Association for Computing Machinery (ACM).

Audio-visual understanding is usually challenged by the complementary gap between audio and visual informative bridging. Motivated by the recent audio-visual studies, a closed-set word-level speech recognition scheme is proposed for the Mandarin Audio-...

In an ideal world, computers will blend into the landscape, will inform but not overburden you with information, and make you aware of them only when you need them.

Efficient support for sophisticated interactions between entities in distributed brokering systems

Computer systems will increasingly need to be sensitive to their context to serve their users better.In this paper we forecast the capabilities of context aware computing and relating it to a time frame.Our short-range analysis indicates such systems ...

Heart disease is the leading cause of death in the Western world and consequently the study of normal and pathological heart behavior is an active research area. In particular, the study of the shape and motion of the heart is important because many ...

Ontology-enabled knowledge management experiences derived from a domain ontology development project at Intel Corporation are described and assessed.

The goal of agent-based end-user development (EUD) is to empower end users with agents they can instruct directly. This process of instruction is completely transparent to the user; that is, it is not based on opaque adaptation mechanisms. Conceptually, ...

In hybrid environments, where real and virtual overlap, participants naturally see, touch, and manipulate the object at hand.

To convey a story or message, contemporary 3D animation utilizes a conventional continuity approach in which events are arranged in a smooth, sequential, and uninterrupted manner. The results of good continuity are coherence in visual perception and a ...

Considering data-coding procedures and sequence design.

In an ideal world, computers will blend into the landscape, will inform but not overburden you with information, and make you aware of them only when you need them.

Design patterns enable people to envision the future: not only developers, but all stakeholders.