Description: This article focuses on conceptualizing machine learning concepts.

Description: This research provides a literature review on the topic of post-retirement financial strategies from the perspective of an individual who is approaching retirement age. The body of knowledge surveyed is the post-retirement financial strategies literature that is related to the risks of longevity, inflation, and investment. The literature sources are both academic and practitioner-focused. The end product is a documentation of and commentary on the state-of-the-art in the post-retirement financial strategies area. The intended audience is retirement professionals, and others, who need to be well informed about the current state of post-retirement financial strategies, as reported in the literature.

Description: The abstract for a paper that describes the history of traditional topics like actuarial cost methods and assumptions, the history of past inquiries into the dynamic and stochastic nature of pension costs, and the perceptions and concerns of pension actuaries of the past. Presented at The Future of Pension Plan Funding and Disclosure symposium held July 14-15, 2005 in Washington, DC.

Description: This paper presents a history of traditional topics like actuarial cost methods and assumptions, the history of past inquiries into the dynamic and stochastic nature of pension costs, and the perceptions and concerns of pension actuaries of the past. From The Future of Pension Plan Funding and Disclosure Monograph, M-RS05-1.

Description: In December 1997, the Society of Actuaries held a conference whose focus was actuarial and financial modeling. During the course of that conference, one of the speakers mentioned a number of technologies his firm was using for modeling, which were either unfamiliar or only vaguely familiar to some of the audience. The purpose of this paper is to define each of the technologies mentioned during that presentation and to briefly describe their distinguishing characteristics. The technologies discussed in this paper are statistical pattern recognition [SPR], neural networks [NNs], genetic algorithms [GAs], simulated annealing, fractal analysis, chaos theory, rule induction, data fusion algorithms [DFAs], data compression, fuzzy logic, case-based reasoning, and expert systems.

Description: This paper is a sequel to Shapiro et. al. in that it discusses a similar role for CAI in topics specific to the text Actuarial Mathematics, by Bowers et. al 1986. The topics covered are the previous topics of actuarial notation, basic concepts, and what-if analysis, along with some new ideas for the presentation of stochastic models.

Description: 1993 SOA Spring Meeting, San Diego. In this session three panelists related recent personal experiences with respect to emerging trends in hardware, software, and methodologies.

Description: This paper shows at a relatively low cost, computer assisted instructional techniques can materially improve both classroom instruction and independent study. This discussion is limited to the material used in a Penn State mathematics of finance course. From Actuarial Research Clearing House 1993, VOL. 1.

Description: This paper describes the nature of a multimedia computer-based colloquium and demonstrates how the technology can be used within an actuarial science instruction setting and describes the steps taken to ease the transition into this environment. From the Actuarial Research Clearing House 1992 Vol. 1 .

Description: This paper examines four and-a-half years of prescription records for an elderly population who have relatively comprehensive out-of-hospital drug coverage under the Pharmaceutical Assistance Contract for the Elderly program in Pennsylvania. The result is a discussion of the determination of non-parametric estimations of the distributions. From Actuarial Research Clearing House 1991, Vol 1.

Description: Presented at October 1986 Annual Meeting. This session discussion is about the use of simulation, or Monte Carlo, techniques to analyze complex insurance models such as estimating reserves, solvency considerations, and estimation of mortality and distribution of aggregate losses with the aid of a computer program

Description: Presented at October 1985 Annual Meeting. This session focused on three projects funded by the Actuarial Education and Research Fund: risk models, operations research applications for actuaries and probability modeling of losses.

Description: The two basic considerations in a pension plan valuation are the choice of actuarial cost methods and actuarial assumptions. This paper deals with the assumptions. The concern in this regard is what actuaries are doing and why. There are explicit criteria why particular assumptions are chosen, and these have often been discussed in the pension literature. However, there also are implicit criteria, which, while seldom discussed in the literature, can dominate the valuation. The goal of this paper is to quantify some of these criteria, and thereby provide a basis for further discussion and research.

Description: Presented at 1983 Actuarial Research Conference. Discussion focuses on improving coordination between practicing actuaries, academic actuaries and non-actuarial academics. The situations in Canada and the UK are also discussed. The emphasis is on research and communications among the different parties.

Description: This 1978 session focused on valuation techniques for pension plans. Topics covered: 1. Asset Valuation Methods 2. Use of projections and forecasts 3. Has application of forecasts allowed the actuary to determine short range best estimate of future costs different from traditional methods? 4. Treatment of salary scales, turnover assumptions, retirement decrements